{"meta":{"query_hash":"67c0e98bcf6e","filters":{"venue":"Green energy and technology"},"cohort_total":95,"direct_labels_cover":1,"predictions_cover":95,"exported":95,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/67c0e98bcf6e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Green+energy+and+technology"},"results":[{"id":"W107179989","doi":"10.1007/978-1-84996-175-2_3","title":"Blade Element Theory for Wind Turbines","year":2011,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Airfoil; Chord (peer-to-peer); Blade element theory; Blade element momentum theory; Aerodynamics; Turbine blade; Lift (data mining); Structural engineering; Twist; Rotor (electric); Engineering; Turbine; Computer science; Mathematics; Mechanical engineering; Aerospace engineering; Geometry","score_opus":0.011470849226245165,"score_gpt":0.186163797754148,"score_spread":0.17469294852790285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W107179989","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002124677,0.06664919,0.6449004,0.0017999272,0.005311862,0.00007246287,0.00032108586,0.0008213426,0.27799904],"genre_scores_gemma":[0.0872626,0.060522217,0.3092043,0.0013388734,0.0034352879,0.00037106877,0.0011264401,0.0009951583,0.5357441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981934,0.000030381934,0.000008813243,0.000020755186,0.000112258094,0.000008508656],"domain_scores_gemma":[0.99990416,0.00003427092,0.000003626501,0.000014134288,0.000039218765,0.0000046637724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022371927,0.0009549337,0.0008025974,0.0006611443,0.0003603335,0.00086294283,0.0010875128,0.00116839,0.010382747],"category_scores_gemma":[0.0003972741,0.00047787756,0.000542109,0.0008676998,0.00077185314,0.0011623158,0.00051325076,0.0020503025,0.005912148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017049508,0.000047538535,0.00006630745,0.00049051736,0.000023627168,0.00010603867,0.0001928944,0.03708046,0.00458931,0.66041404,0.1040311,0.19294119],"study_design_scores_gemma":[0.000010681568,0.000028964876,0.00018114172,0.00018536788,0.000012647798,0.00015315962,0.000048473332,0.052891422,0.00071343244,0.4958709,0.449881,0.000022871776],"about_ca_topic_score_codex":0.0009040401,"about_ca_topic_score_gemma":0.0013412359,"teacher_disagreement_score":0.010382747,"about_ca_system_score_codex":0.0004970926,"about_ca_system_score_gemma":0.00042652694,"threshold_uncertainty_score":0.034733713},"labels":[],"label_agreement":null},{"id":"W119064212","doi":"10.1007/978-1-4419-1017-2_10","title":"A Strategic Program to Reduce Greenhouse Gas Emissions from Food Industry","year":2009,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FuelCell Energy (Canada); Ontario Tech University","funders":"","keywords":"Greenhouse gas; Business; Food industry; Greenhouse; Environmental economics; Natural resource economics; Environmental science; Economics; Food science; Chemistry; Agronomy; Ecology","score_opus":0.015631170381458642,"score_gpt":0.23381599978607023,"score_spread":0.2181848294046116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W119064212","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020300142,0.003273139,0.011596397,0.031187572,0.0054932297,0.00031301717,0.0001684893,0.00023439858,0.92743367],"genre_scores_gemma":[0.10670432,0.0054875948,0.018800246,0.013757882,0.0002898987,0.00021739387,0.0003217373,0.00007349203,0.85434747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998454,0.000025278212,0.0000031995194,0.000018212042,0.0000719895,0.000035849684],"domain_scores_gemma":[0.99991596,0.0000093942845,0.000004425201,0.0000044783333,0.000029141196,0.000036658872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033013697,0.0003545805,0.00007015787,0.00030808712,0.0008862722,0.0008571383,0.00036451395,0.0010653528,0.0055541447],"category_scores_gemma":[0.0002329983,0.000098518256,0.00016551778,0.0003364413,0.00042163458,0.0008190075,0.0008103538,0.0012564325,0.001086547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041788393,0.0003559151,0.0004512671,0.00016204588,0.000007186933,0.00015810352,0.00057293876,0.0011100492,0.004799908,0.24592698,0.44278416,0.3036297],"study_design_scores_gemma":[0.000020787696,0.00006609044,0.0011387893,0.00007027063,0.0000051979596,0.00009469069,0.00038838605,0.00045040488,0.0024866653,0.019139364,0.97613347,0.000005857386],"about_ca_topic_score_codex":0.0063793226,"about_ca_topic_score_gemma":0.016809413,"teacher_disagreement_score":0.0063793226,"about_ca_system_score_codex":0.0012057946,"about_ca_system_score_gemma":0.006647612,"threshold_uncertainty_score":0.018580437},"labels":[],"label_agreement":null},{"id":"W14765699","doi":"10.1007/978-1-4471-2201-2_9","title":"Grey Predictors for Hourly Wind Speed and Power Forecasting","year":2012,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Natural Resources Canada","funders":"","keywords":"Dispatchable generation; Wind power; Wind speed; Electric power system; Electricity; Grid; Wind power forecasting; Power (physics); Base load power plant; Reliability engineering; Automotive engineering; Meteorology; Engineering; Environmental science; Renewable energy; Distributed generation; Electrical engineering; Geography","score_opus":0.013451019453374138,"score_gpt":0.1793223661208178,"score_spread":0.1658713466674437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14765699","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008604364,0.032512657,0.9107524,0.0016951989,0.0017678889,0.000031173306,0.00072574633,0.0015454575,0.042365015],"genre_scores_gemma":[0.42177927,0.051143672,0.35889122,0.00051888585,0.002612366,0.00013737998,0.002002624,0.0010043811,0.1619103],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998062,0.000045241468,0.000012065179,0.00003032856,0.00009577866,0.000010345968],"domain_scores_gemma":[0.99960977,0.0002510673,0.000015729958,0.000048160895,0.00006621896,0.000009088863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004334061,0.0006580292,0.00079536374,0.0005685149,0.00021238961,0.0007615947,0.00067509996,0.00074061536,0.0053585237],"category_scores_gemma":[0.0016137372,0.00040180073,0.00040029405,0.0017355079,0.00047227446,0.0013352634,0.0005549634,0.0015700025,0.0019827075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048070306,0.000030555697,0.0002857737,0.00029610455,0.00006837213,0.00008653522,0.00009409332,0.34304377,0.0021913424,0.09912705,0.039419137,0.5153092],"study_design_scores_gemma":[0.0000069339844,0.000025955804,0.0005871897,0.00006633706,0.000025093275,0.0000492278,0.000021146925,0.8100689,0.001702699,0.15461995,0.03279456,0.000031936386],"about_ca_topic_score_codex":0.0049433936,"about_ca_topic_score_gemma":0.0064178105,"teacher_disagreement_score":0.0053585237,"about_ca_system_score_codex":0.00046918666,"about_ca_system_score_gemma":0.00028784006,"threshold_uncertainty_score":0.017926037},"labels":[],"label_agreement":null},{"id":"W153112934","doi":"10.1007/978-1-4471-5143-2_8","title":"MCDA: Measuring Robustness as a Tool to Address Strategic Wind Farms Issues","year":2013,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Rimouski","funders":"","keywords":"Robustness (evolution); Wind power; Renewable energy; Environmental economics; Multiple-criteria decision analysis; Operations research; Environmental resource management; Computer science; Engineering; Environmental science; Economics","score_opus":0.03251221870636972,"score_gpt":0.26122905619096404,"score_spread":0.22871683748459432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W153112934","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025166675,0.004068405,0.8919038,0.0032859887,0.0005595028,0.00023099937,0.0030485871,0.0024156927,0.06932026],"genre_scores_gemma":[0.24020272,0.0015062485,0.7383724,0.00041204115,0.00022003712,0.00035217102,0.0018610989,0.0006052992,0.016468056],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970974,0.0010926669,0.00012963056,0.00026595595,0.0013253399,0.00008900996],"domain_scores_gemma":[0.9891144,0.008605445,0.00063360593,0.0005716491,0.0009410597,0.00013377635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035634248,0.0011011657,0.0007259466,0.004318998,0.0005840189,0.0027662723,0.0013125888,0.0010743713,0.0083043985],"category_scores_gemma":[0.017743187,0.00045619914,0.0006488684,0.004333228,0.0012673495,0.0026485715,0.0014778395,0.0014488582,0.0014310401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000128573,0.0001364106,0.012766948,0.0005906512,0.00021151335,0.0001306645,0.00043648644,0.058949675,0.0039411625,0.19099873,0.047895946,0.6838133],"study_design_scores_gemma":[0.000038604947,0.00015882554,0.017223584,0.00050285633,0.00011422593,0.0004806817,0.0008323569,0.38794822,0.011662083,0.47368667,0.10717984,0.00017202852],"about_ca_topic_score_codex":0.0037068652,"about_ca_topic_score_gemma":0.006498162,"teacher_disagreement_score":0.0083043985,"about_ca_system_score_codex":0.0011452662,"about_ca_system_score_gemma":0.0011190211,"threshold_uncertainty_score":0.02778095},"labels":[],"label_agreement":null},{"id":"W157707249","doi":"10.1007/978-1-84996-175-2_6","title":"Starting and Low Wind Speed Performance","year":2011,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Airfoil; Aerodynamics; Turbine; Torque; Drag; Rest (music); Lift (data mining); Resistive touchscreen; Rotor (electric); Wind speed; Engineering; Marine engineering; Control theory (sociology); Aerospace engineering; Mechanical engineering; Computer science; Physics; Acoustics; Electrical engineering; Meteorology","score_opus":0.005529166775515548,"score_gpt":0.14843820799909252,"score_spread":0.14290904122357698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W157707249","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08465398,0.006641665,0.14499126,0.0009423788,0.0008981135,0.00007456107,0.00030870267,0.0021038398,0.75938547],"genre_scores_gemma":[0.5780397,0.004564409,0.03063211,0.00033397638,0.00030164828,0.0000868936,0.00074283464,0.0017714608,0.3835269],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996642,0.000029017592,0.0000057593766,0.000037036985,0.00020974639,0.000054340006],"domain_scores_gemma":[0.9997056,0.00008614376,0.000017110513,0.00006074876,0.000088297085,0.000042015196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003403666,0.0007377217,0.00072331977,0.00042123225,0.00097445364,0.0018475763,0.0009702103,0.0008326029,0.01907038],"category_scores_gemma":[0.00062029844,0.0002761484,0.0003719084,0.00041447926,0.00080376264,0.0015059068,0.0010127322,0.0017125217,0.009765622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005050957,0.00037449,0.0013678087,0.0008749,0.00003350259,0.0006013272,0.00079705054,0.037954643,0.23201975,0.16649896,0.038808808,0.5201638],"study_design_scores_gemma":[0.000093449744,0.001600166,0.010210796,0.00063219114,0.0000808165,0.0013520084,0.00065141794,0.082477555,0.29934967,0.1408687,0.46251813,0.00016516623],"about_ca_topic_score_codex":0.0005118316,"about_ca_topic_score_gemma":0.0007965333,"teacher_disagreement_score":0.01907038,"about_ca_system_score_codex":0.0003963475,"about_ca_system_score_gemma":0.00037338428,"threshold_uncertainty_score":0.06379682},"labels":[],"label_agreement":null},{"id":"W158066288","doi":"10.1007/978-3-642-32735-3_11","title":"Biomass Pre-Treatments for Biorefinery Applications: Pyrolysis","year":2013,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biorefinery; Pyrolysis; Biomass (ecology); Process (computing); Process engineering; Biofuel; Biochemical engineering; Waste management; Reactor design; Environmental science; Engineering; Computer science","score_opus":0.005875641453048221,"score_gpt":0.1827610063701354,"score_spread":0.17688536491708717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158066288","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01813761,0.49535078,0.20896475,0.001367379,0.0043703793,0.0003150889,0.00077144575,0.0012117149,0.26951084],"genre_scores_gemma":[0.06258778,0.3638255,0.073675804,0.0010836776,0.0013187338,0.00031259898,0.0011985258,0.0008266292,0.49517083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981815,0.000010457891,0.0000068345544,0.000038910362,0.000107659165,0.000018125329],"domain_scores_gemma":[0.99994075,0.000021417647,0.0000045027778,0.000007413878,0.000021483622,0.000004397645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001891784,0.001407628,0.0009989691,0.0009704479,0.00042347,0.0010625786,0.00078992505,0.00074583245,0.010367296],"category_scores_gemma":[0.0001725941,0.0007011506,0.00049151335,0.0018455714,0.0004663826,0.0019536149,0.0007735039,0.0021857105,0.008139983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007538617,0.00029433222,0.000091737915,0.0041464157,0.000030340683,0.00018024867,0.00013269679,0.003801557,0.22738926,0.025020039,0.026292918,0.71254504],"study_design_scores_gemma":[0.000008998895,0.00012825914,0.00068287516,0.0006135754,0.00003438121,0.0007251035,0.000101886326,0.0024186005,0.2922476,0.023701064,0.6792857,0.000051995285],"about_ca_topic_score_codex":0.00052949786,"about_ca_topic_score_gemma":0.001647249,"teacher_disagreement_score":0.010367296,"about_ca_system_score_codex":0.0005887443,"about_ca_system_score_gemma":0.00058125646,"threshold_uncertainty_score":0.034682095},"labels":[],"label_agreement":null},{"id":"W172497977","doi":"10.1007/978-1-4471-5104-3_14","title":"Advanced Electric Vehicles","year":2013,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Automotive engineering; Computer science; Engineering","score_opus":0.0077582780747694965,"score_gpt":0.20221776057139687,"score_spread":0.19445948249662737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W172497977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006787405,0.0075777206,0.009644567,0.00066694076,0.001759048,0.000055873003,0.00028826436,0.00050955615,0.97881925],"genre_scores_gemma":[0.0026159869,0.0039354647,0.0015314504,0.00020186411,0.00013378628,0.000018875679,0.00026258483,0.00008099054,0.991219],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979204,0.0000116225065,0.0000047587446,0.00003614961,0.00013377136,0.000021763228],"domain_scores_gemma":[0.99992573,0.000007516052,0.0000036804977,0.000011588144,0.000042247306,0.00000923468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000171342,0.0011290272,0.00043017967,0.0011415853,0.00084268575,0.0015278595,0.00073766365,0.00091386936,0.09657034],"category_scores_gemma":[0.0002614128,0.0003015412,0.00030468128,0.0012462676,0.00037242725,0.0018617316,0.0011348629,0.0014914306,0.07132056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023607123,0.00005632611,0.00012720357,0.0002139686,0.0000071301984,0.00007339985,0.000109654975,0.0008856264,0.0023769937,0.0498002,0.4402546,0.5060712],"study_design_scores_gemma":[0.000001221825,0.0000075527532,0.000112642694,0.00005075989,0.0000018607451,0.000060068312,0.000026118438,0.00025539513,0.00037776213,0.004366986,0.9947371,0.0000024614171],"about_ca_topic_score_codex":0.0023505187,"about_ca_topic_score_gemma":0.0074017495,"teacher_disagreement_score":0.09657034,"about_ca_system_score_codex":0.0009089412,"about_ca_system_score_gemma":0.000993688,"threshold_uncertainty_score":0.32305998},"labels":[],"label_agreement":null},{"id":"W1771807876","doi":"10.1007/978-3-319-21726-0","title":"Clean Rail Transportation Options","year":2015,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Diesel fuel; Ammonia; Ultra-low-sulfur diesel; Waste management; Ammonia production; Environmental science; Engineering; Transport engineering; Chemistry","score_opus":0.008228842185774164,"score_gpt":0.18923211395082268,"score_spread":0.18100327176504852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1771807876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003746132,0.0047981553,0.0015393873,0.0022851748,0.0010977573,0.00001845144,0.00031759826,0.00013980141,0.98942906],"genre_scores_gemma":[0.0038234307,0.0039788606,0.00072978204,0.00085005566,0.00023112551,0.000024239549,0.00037831703,0.00008144626,0.98990273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995795,0.000030148329,0.000006604998,0.00004162065,0.0002851912,0.000057056786],"domain_scores_gemma":[0.99988663,0.000014581785,0.000006987975,0.000018160761,0.00005393818,0.00001956532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025220454,0.00075419,0.0003553844,0.0012221384,0.0011781647,0.002793213,0.0006313578,0.0013731446,0.15551977],"category_scores_gemma":[0.0007088404,0.0003146173,0.0003811907,0.0013115747,0.0005698264,0.0022253764,0.0017142752,0.002080412,0.054093722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011171946,0.000028339375,0.00008122554,0.00008123793,0.00000383648,0.000030258761,0.00007380921,0.0004896966,0.00026135505,0.10644515,0.74410266,0.14839117],"study_design_scores_gemma":[8.232638e-7,0.0000033078393,0.0001081014,0.000051292485,9.551376e-7,0.000015190223,0.000038164773,0.000071995535,0.00004421031,0.010225694,0.9894377,0.000002466768],"about_ca_topic_score_codex":0.010956316,"about_ca_topic_score_gemma":0.03869404,"teacher_disagreement_score":0.15551977,"about_ca_system_score_codex":0.0021030228,"about_ca_system_score_gemma":0.0026470618,"threshold_uncertainty_score":0.52026546},"labels":[],"label_agreement":null},{"id":"W199759373","doi":"10.1007/978-1-4419-1017-2_3","title":"Role of Renewable Energy in Sustainable Development","year":2009,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FuelCell Energy (Canada); Ontario Tech University","funders":"","keywords":"Greenhouse gas; Renewable energy; Environmental science; Energy development; Global warming; Photovoltaic system; Environmental impact of the energy industry; Sustainable development; Environmental economics; Greenhouse effect; Natural resource economics; Environmental engineering; Engineering; Climate change; Energy policy; Economics; Electrical engineering; Ecology","score_opus":0.003984911227175437,"score_gpt":0.16108358630971667,"score_spread":0.15709867508254124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W199759373","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040864229,0.064575665,0.00270779,0.0023999244,0.0021197586,0.00001561534,0.00003828892,0.000038229122,0.92769605],"genre_scores_gemma":[0.013058008,0.10069131,0.0040476522,0.0016911876,0.0012654283,0.000062910665,0.000090986694,0.00010566556,0.87898684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974674,0.000051346895,0.000007422286,0.000029427021,0.00014227758,0.000022835427],"domain_scores_gemma":[0.99987626,0.00006709382,0.0000062847384,0.000012143971,0.000030005953,0.000008183862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034130155,0.00080375763,0.00044656394,0.00087183947,0.00092088245,0.002561961,0.00078288314,0.001273975,0.025713462],"category_scores_gemma":[0.0004618759,0.00022703882,0.00025714812,0.001406094,0.001324719,0.0030826353,0.0010946821,0.0022432266,0.0076153087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008095783,0.00003657192,0.00003208348,0.0002758558,0.0000052049595,0.00006386985,0.00032923426,0.0004783453,0.00044674214,0.7204425,0.1324766,0.14540493],"study_design_scores_gemma":[0.0000012206506,0.0000038968133,0.000051371193,0.00018806399,0.0000020983393,0.000054287055,0.00008013067,0.00013978714,0.00013203466,0.07547423,0.92386985,0.0000030278538],"about_ca_topic_score_codex":0.0023337565,"about_ca_topic_score_gemma":0.006725387,"teacher_disagreement_score":0.025713462,"about_ca_system_score_codex":0.0015984989,"about_ca_system_score_gemma":0.0014012101,"threshold_uncertainty_score":0.08602011},"labels":[],"label_agreement":null},{"id":"W2220624087","doi":"10.1007/978-3-642-32735-3_5","title":"Pretreatment and Pelletization of Woody Biomass","year":2013,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Torrefaction; Pelletizing; Raw material; Biomass (ecology); Pellets; Pulp and paper industry; Heat of combustion; Solid fuel; Steam explosion; Combustion; Pyrolysis; Waste management; Lignocellulosic biomass; Hydrothermal carbonization; Bioenergy; Biofuel; Char; Carbonization; Biomass to liquid; Environmental science; Chemistry; Materials science; Agronomy; Organic chemistry; Composite material","score_opus":0.0040419122021740994,"score_gpt":0.15357790835181248,"score_spread":0.1495359961496384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220624087","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09215727,0.23467317,0.3255832,0.0014383831,0.003596973,0.00036767143,0.0010786387,0.0009858183,0.34011889],"genre_scores_gemma":[0.12714674,0.16517411,0.08402805,0.00073408295,0.0005745709,0.00019788217,0.0020765837,0.0006466843,0.6194213],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991584,0.0000044183566,0.0000033013598,0.000021155975,0.0000429573,0.000012358883],"domain_scores_gemma":[0.99998295,0.000004932166,0.00000194821,0.00000398791,0.000004681622,0.0000015460865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009043281,0.0006924783,0.00050048565,0.0005351222,0.00029027293,0.0005421865,0.0005321299,0.00037020037,0.0040116133],"category_scores_gemma":[0.0000788457,0.0003030543,0.0004447164,0.0010243806,0.00028465173,0.0009993974,0.0003941397,0.0011713504,0.0039026202],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054066586,0.00013141909,0.000146869,0.0012834447,0.000022765455,0.00034419293,0.00018451814,0.0028083622,0.42162678,0.019655392,0.010471738,0.5432704],"study_design_scores_gemma":[0.0000056880667,0.00014614085,0.0023570785,0.00019813716,0.000024321971,0.0010286635,0.00012078771,0.0027236848,0.46775764,0.01589886,0.50970715,0.000031876094],"about_ca_topic_score_codex":0.0007561078,"about_ca_topic_score_gemma":0.0023636657,"teacher_disagreement_score":0.0040116133,"about_ca_system_score_codex":0.00028521783,"about_ca_system_score_gemma":0.0003246085,"threshold_uncertainty_score":0.013420165},"labels":[],"label_agreement":null},{"id":"W2293517459","doi":"10.1007/978-1-4471-5677-2_5","title":"Mathematical Modeling of Aging of Li-Ion Batteries","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Battery (electricity); Characterization (materials science); Section (typography); Engineering; Mechanical engineering; Engineering physics; Computer science; Systems engineering; Nanotechnology; Materials science; Physics","score_opus":0.02775063540665369,"score_gpt":0.2439431223143125,"score_spread":0.21619248690765883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293517459","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028602125,0.047478862,0.72612834,0.0052915947,0.002509377,0.00009074257,0.0010466197,0.00041899196,0.1884333],"genre_scores_gemma":[0.6114135,0.04602919,0.056280237,0.0013266179,0.0027267735,0.00040294213,0.0012043858,0.00041465688,0.28020167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998461,0.000034938992,0.00001066006,0.000027259994,0.000063597785,0.000017434537],"domain_scores_gemma":[0.9997311,0.000107841945,0.000027443431,0.000022906634,0.0000972738,0.000013429514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004495076,0.0008920349,0.0009016946,0.0007363924,0.0003447097,0.0012389673,0.0019584536,0.0013841644,0.0043076547],"category_scores_gemma":[0.0015027148,0.00033012536,0.00093688205,0.00069399754,0.0008830303,0.0019238063,0.0007823402,0.0014400423,0.0012550468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002809881,0.000047308902,0.00020296732,0.00025097298,0.00003157755,0.00009971455,0.00015036803,0.27436447,0.002259317,0.6908515,0.012753698,0.018960007],"study_design_scores_gemma":[0.000005781032,0.00001592519,0.00015401383,0.00004854749,0.0000139908525,0.00009932062,0.00002256484,0.72588277,0.00046701447,0.25689128,0.01638035,0.000018547404],"about_ca_topic_score_codex":0.002702172,"about_ca_topic_score_gemma":0.0019883239,"teacher_disagreement_score":0.0043076547,"about_ca_system_score_codex":0.0013368732,"about_ca_system_score_gemma":0.0006714589,"threshold_uncertainty_score":0.014410555},"labels":[],"label_agreement":null},{"id":"W2336995104","doi":"10.1007/978-3-319-22192-2_9","title":"Emissions and Efficiency of Turbocharged Lean-Burn Hydrogen-Supplemented Natural Gas Fueled Engines","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Natural gas; Combustion; Environmental science; NOx; Hydrogen; Fuel efficiency; Waste management; Hydrocarbon; Turbocharger; Hydrogen fuel enhancement; Internal combustion engine; Automotive engineering; Engineering; Chemistry; Mechanical engineering; Gas compressor","score_opus":0.010752911262911776,"score_gpt":0.21688336268858116,"score_spread":0.20613045142566938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336995104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736111,0.0049995254,0.0043342286,0.00006385151,0.00006455385,0.000015796748,0.00072632026,0.00008496814,0.016099619],"genre_scores_gemma":[0.97724175,0.0016924661,0.00090434996,0.000018100318,0.000009971333,0.000012586399,0.0008432524,0.000031765867,0.019245762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979156,0.000018250666,0.000008376827,0.000024668367,0.00013625005,0.000020939364],"domain_scores_gemma":[0.99994624,0.00002440168,0.0000037623938,0.000003181427,0.000019863584,0.0000024417147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027576194,0.00031187278,0.0003655761,0.00030048826,0.00022958769,0.00041989438,0.00056677876,0.00026463318,0.00154729],"category_scores_gemma":[0.00019414742,0.00013650437,0.00033984095,0.0003998156,0.0001759941,0.00041581472,0.00021257054,0.00020220442,0.00046843544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048738834,0.0006477369,0.012144667,0.0010137109,0.000229297,0.0004499228,0.00038347067,0.081928015,0.6455924,0.006027481,0.004133621,0.24257584],"study_design_scores_gemma":[0.00004491337,0.0007924257,0.044356104,0.00006966848,0.00008726002,0.00013933025,0.00019179775,0.048758343,0.895355,0.0016264413,0.008516865,0.00006182436],"about_ca_topic_score_codex":0.0032897368,"about_ca_topic_score_gemma":0.005529155,"teacher_disagreement_score":0.0032897368,"about_ca_system_score_codex":0.000671321,"about_ca_system_score_gemma":0.00025706404,"threshold_uncertainty_score":0.006541133},"labels":[],"label_agreement":null},{"id":"W2463382763","doi":"10.1007/978-3-319-26045-7_6","title":"Sustainability Assessment Methodologies","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Raw material; Biomass (ecology); Process (computing); Environmental science; Engineering; Environmental resource management; Environmental planning; Business; Waste management; Computer science; Ecology; Biology","score_opus":0.028532122690959914,"score_gpt":0.2933860462515902,"score_spread":0.2648539235606303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463382763","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007641944,0.0056197178,0.35827053,0.0029442464,0.0010887273,0.00019422492,0.0005290089,0.0010162392,0.6295731],"genre_scores_gemma":[0.042483006,0.019026332,0.28037933,0.0019293973,0.0010566646,0.0006604336,0.0022176392,0.0010887376,0.6511584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980519,0.00050255377,0.000110985995,0.00024131358,0.0010195827,0.00007362478],"domain_scores_gemma":[0.999052,0.00034582496,0.000041250285,0.00018737957,0.0003394352,0.00003413858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020231216,0.0014598832,0.00053333,0.0032039373,0.00085157366,0.004621305,0.001974105,0.0011767632,0.03626054],"category_scores_gemma":[0.0038939202,0.0004624418,0.00071450724,0.002383307,0.0013808951,0.0047499267,0.0024930974,0.0017180576,0.015448916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045834295,0.000031396223,0.00011863521,0.00023737895,0.000014982492,0.000048110698,0.00022894573,0.0032650053,0.00036332454,0.6054564,0.07139111,0.31884003],"study_design_scores_gemma":[0.0000018787291,0.000005057305,0.00009395801,0.00025588658,0.0000058434593,0.000085819236,0.00013647739,0.003584848,0.00057285547,0.38751215,0.60773766,0.00000758263],"about_ca_topic_score_codex":0.0018462208,"about_ca_topic_score_gemma":0.0026698692,"teacher_disagreement_score":0.03626054,"about_ca_system_score_codex":0.0022229142,"about_ca_system_score_gemma":0.0020871588,"threshold_uncertainty_score":0.12130362},"labels":[],"label_agreement":null},{"id":"W2471686887","doi":"10.1007/978-3-319-26045-7_7","title":"Use of the VSB to Assess Biorefinery Strategies","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biorefinery; Sustainability; Biochemical engineering; Engineering; Production (economics); Environmental economics; Environmental science; Biofuel; Waste management; Economics; Biology; Microeconomics","score_opus":0.047483648111744006,"score_gpt":0.21184134601535665,"score_spread":0.16435769790361265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471686887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51987696,0.032026824,0.17710239,0.00070464786,0.0006421003,0.00036201562,0.010597007,0.0008911926,0.25779688],"genre_scores_gemma":[0.7639462,0.014544566,0.12234469,0.00034290017,0.000043835855,0.00039191532,0.004132254,0.0003369786,0.0939168],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992391,0.000106048254,0.000028178833,0.000106824366,0.0004905277,0.000029321953],"domain_scores_gemma":[0.99971694,0.00011310215,0.000032286935,0.000024752939,0.00010043878,0.000012429489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008532701,0.00054126483,0.0005786678,0.0017802591,0.00045989102,0.0019915171,0.00063287024,0.0009024028,0.0022351877],"category_scores_gemma":[0.0008114742,0.0002619015,0.0006332045,0.001776472,0.0005186645,0.0011279806,0.0007446911,0.0005516704,0.0013560421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026337575,0.00014004986,0.010175973,0.0006650589,0.00010930117,0.00013182215,0.00020864683,0.009073557,0.6841075,0.013802033,0.0033430501,0.2779797],"study_design_scores_gemma":[0.000022476026,0.000976377,0.034878694,0.00025541193,0.0001444949,0.0005297004,0.0005812963,0.03454493,0.816426,0.01867564,0.09283366,0.0001312259],"about_ca_topic_score_codex":0.0045888075,"about_ca_topic_score_gemma":0.0074748616,"teacher_disagreement_score":0.0045888075,"about_ca_system_score_codex":0.001446613,"about_ca_system_score_gemma":0.0004376247,"threshold_uncertainty_score":0.01049602},"labels":[],"label_agreement":null},{"id":"W2472654797","doi":"10.1007/978-3-319-21726-0_4","title":"Potential Fuel Options","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Energy security; Business; Risk analysis (engineering); Environmental economics; Perception; Environmental planning; Engineering; Environmental science; Economics; Psychology; Renewable energy","score_opus":0.013010534463992278,"score_gpt":0.1912556693668199,"score_spread":0.17824513490282762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472654797","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012136425,0.011936997,0.0035537868,0.002199388,0.0009850118,0.000027902131,0.00017638087,0.000049442217,0.9798575],"genre_scores_gemma":[0.040284224,0.030421484,0.0062452224,0.0016903746,0.00078662584,0.00013201355,0.0006355472,0.000109090026,0.9196954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997807,0.000029847974,0.0000056177214,0.00003815532,0.00011168482,0.000034032757],"domain_scores_gemma":[0.9999242,0.000017633387,0.0000043819186,0.000012097297,0.000026913563,0.000014785015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041730466,0.0008093721,0.00035967166,0.00094493234,0.00096102554,0.0026048834,0.0010136333,0.00127188,0.11459186],"category_scores_gemma":[0.0005812381,0.00019188543,0.00039156873,0.00065126666,0.00063205254,0.0036386359,0.0015330097,0.00154288,0.025613641],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006535477,0.00007022619,0.00009428488,0.0003501817,0.000009392334,0.00018070501,0.00014279764,0.0014167957,0.0017757503,0.61871296,0.09100338,0.28617814],"study_design_scores_gemma":[0.000003986362,0.00001724685,0.00006208359,0.00029692522,0.000004113994,0.00010661189,0.000114722854,0.00032409874,0.0007062564,0.09538947,0.9029675,0.000006937735],"about_ca_topic_score_codex":0.0008052399,"about_ca_topic_score_gemma":0.0021651108,"teacher_disagreement_score":0.11459186,"about_ca_system_score_codex":0.0011138121,"about_ca_system_score_gemma":0.0009243059,"threshold_uncertainty_score":0.383348},"labels":[],"label_agreement":null},{"id":"W2482924707","doi":"10.1007/978-3-319-30205-8","title":"Green Fuels Technology","year":2016,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science","score_opus":0.006598081122200804,"score_gpt":0.1817488353051589,"score_spread":0.17515075418295808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482924707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006787878,0.028492164,0.018706683,0.0020950001,0.0055483137,0.00007102457,0.00026097064,0.0005471826,0.9435998],"genre_scores_gemma":[0.0023674392,0.014084455,0.0038207148,0.0007267091,0.0003634951,0.00004106692,0.00022388497,0.00018108172,0.97819126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996717,0.000016821983,0.0000070756664,0.000047804384,0.00023071725,0.000025932954],"domain_scores_gemma":[0.9999262,0.000013244839,0.00000410144,0.0000147789,0.00003150992,0.000010245043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020192101,0.0013218202,0.0007179073,0.0015285194,0.00095816125,0.00229879,0.00091655203,0.0013655372,0.055067137],"category_scores_gemma":[0.00032346766,0.00045565024,0.0004610421,0.0012885052,0.000735556,0.0027286264,0.0020770866,0.002450601,0.04713374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019332343,0.000057208166,0.00006043038,0.00043161932,0.0000093031085,0.00011056626,0.00014170531,0.0007514309,0.0074153068,0.10489291,0.39839047,0.48771968],"study_design_scores_gemma":[0.0000011069742,0.0000063131115,0.00003696728,0.000085461084,0.0000018209125,0.000069281865,0.000020609266,0.00019007262,0.0010624875,0.013720886,0.9848011,0.0000038601693],"about_ca_topic_score_codex":0.0014204145,"about_ca_topic_score_gemma":0.0042221006,"teacher_disagreement_score":0.055067137,"about_ca_system_score_codex":0.0012484981,"about_ca_system_score_gemma":0.0011683305,"threshold_uncertainty_score":0.18421793},"labels":[],"label_agreement":null},{"id":"W2493933140","doi":"10.1007/978-3-319-30205-8_5","title":"Pretreatment Processes for Cellulosic Ethanol Production: Processes Integration and Modeling for the Utilization of Lignocellulosics Such as Sugarcane Straw","year":2016,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations","funders":"","keywords":"Cellulosic ethanol; Biorefinery; Steam explosion; Ethanol fuel; Pulp and paper industry; Fermentation; Hydrolysis; Biofuel; Chemistry; Biomass (ecology); Straw; Enzymatic hydrolysis; Ethanol fermentation; Capital cost; Waste management; Environmental science; Cellulose; Engineering; Biochemistry; Agronomy","score_opus":0.027848977933050613,"score_gpt":0.22223140743038422,"score_spread":0.19438242949733361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493933140","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08018777,0.07922956,0.7556522,0.0014641505,0.0008335818,0.00021063488,0.0011119262,0.0018819437,0.07942826],"genre_scores_gemma":[0.39934382,0.12689824,0.34024295,0.000380668,0.0002867346,0.0002796204,0.003145193,0.0009830908,0.12843977],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991477,0.0000063342986,0.0000032605117,0.000018377314,0.000048276408,0.000009009054],"domain_scores_gemma":[0.9999733,0.000009738392,0.0000031850682,0.0000032523267,0.000008878566,0.0000016409545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015120722,0.00094332354,0.0006483368,0.00015844015,0.0002672832,0.00085701136,0.0006389472,0.0006706985,0.0025593392],"category_scores_gemma":[0.00012944579,0.0004666623,0.00084315357,0.0006886957,0.00019600465,0.0012310124,0.00032904008,0.0010481756,0.0011885767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012424873,0.00040901892,0.00053254573,0.0018285768,0.000093983326,0.00019775656,0.00022864307,0.37684673,0.1605861,0.033697765,0.019439198,0.4060154],"study_design_scores_gemma":[0.000028937406,0.00017384512,0.0012903874,0.0001998508,0.00009990916,0.00018656802,0.00012421356,0.6516832,0.17981486,0.019847749,0.1464658,0.00008467753],"about_ca_topic_score_codex":0.0040797205,"about_ca_topic_score_gemma":0.0060771797,"teacher_disagreement_score":0.0040797205,"about_ca_system_score_codex":0.00073183,"about_ca_system_score_gemma":0.0008909841,"threshold_uncertainty_score":0.00856185},"labels":[],"label_agreement":null},{"id":"W2500554797","doi":"10.1007/978-3-319-21726-0_7","title":"Locomotive Systems Analyses and Assessment","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Computer science","score_opus":0.16783312589297125,"score_gpt":0.40040537443962565,"score_spread":0.2325722485466544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500554797","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028759134,0.018358272,0.54867285,0.002539684,0.0012603843,0.00007949515,0.00079280563,0.001194533,0.42422608],"genre_scores_gemma":[0.083264284,0.02978043,0.13221465,0.00061833963,0.00087241165,0.000135435,0.0019234237,0.0007327054,0.75045824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968433,0.00005442533,0.00000967979,0.000036943085,0.00020072403,0.000013971689],"domain_scores_gemma":[0.99973744,0.00010449117,0.000011899553,0.00003017913,0.00010771013,0.000008274059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048582203,0.0009965721,0.0005205207,0.0015928472,0.00034608596,0.0018775378,0.0008580789,0.0007125886,0.02221324],"category_scores_gemma":[0.0010914443,0.00043852316,0.00055854034,0.0012158789,0.00063107925,0.0013658877,0.0008643368,0.0010771013,0.0069725853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012695432,0.000031236672,0.00041769503,0.00031301667,0.000043313677,0.000053291064,0.00012943413,0.055338927,0.0011062418,0.22355142,0.12357287,0.5954298],"study_design_scores_gemma":[0.000003381046,0.000018656681,0.00074709795,0.00026231847,0.000018373043,0.00008757493,0.00010695976,0.043945666,0.0012144999,0.38851458,0.5650625,0.0000183577],"about_ca_topic_score_codex":0.006469231,"about_ca_topic_score_gemma":0.013207575,"teacher_disagreement_score":0.02221324,"about_ca_system_score_codex":0.0015807345,"about_ca_system_score_gemma":0.0013119295,"threshold_uncertainty_score":0.07431072},"labels":[],"label_agreement":null},{"id":"W2505157109","doi":"10.1007/978-3-319-30205-8_1","title":"History and Global Policy of Biofuels","year":2016,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Biofuel; Greenhouse gas; Fossil fuel; Energy security; Renewable energy; Natural resource economics; Economics; Business; Energy policy; Aviation biofuel; Economic policy; Bioenergy; Engineering; Waste management; Ecology","score_opus":0.007246281431495748,"score_gpt":0.17453806694963,"score_spread":0.16729178551813426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505157109","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002832379,0.14901054,0.0017174864,0.044211123,0.0033543718,0.0000099591825,0.00007252437,0.000031978496,0.7987596],"genre_scores_gemma":[0.16798808,0.26880673,0.0018827855,0.02747271,0.0048745098,0.00009200678,0.0001957324,0.000230535,0.5284569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905735,0.00033409137,0.000030460747,0.00014389069,0.00029340578,0.00014076702],"domain_scores_gemma":[0.99962866,0.00019864767,0.000033580156,0.000044508502,0.00006193447,0.000032610445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011324282,0.0008950777,0.00042649012,0.0012933797,0.0021136908,0.00579948,0.00080746895,0.0029246008,0.013070484],"category_scores_gemma":[0.0020228608,0.0002768156,0.00023756686,0.0029683062,0.010726724,0.007518764,0.0024995748,0.0040637064,0.002058576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015199723,0.00001162933,0.000036734167,0.000090881615,0.0000025432216,0.00002618264,0.00053033483,0.00021715977,0.000109102875,0.95371294,0.019653892,0.025593428],"study_design_scores_gemma":[0.0000026407827,0.0000043818445,0.000098510725,0.0003009789,0.0000018430238,0.000024122566,0.00037929264,0.000051174142,0.00010859292,0.26732627,0.7316984,0.000003894113],"about_ca_topic_score_codex":0.006792254,"about_ca_topic_score_gemma":0.009125151,"teacher_disagreement_score":0.013070484,"about_ca_system_score_codex":0.0075582103,"about_ca_system_score_gemma":0.0037215936,"threshold_uncertainty_score":0.054838896},"labels":[],"label_agreement":null},{"id":"W2510096159","doi":"10.1007/978-3-319-33658-9","title":"Integrated Absorption Refrigeration Systems","year":2016,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Refrigeration; Absorption refrigerator; Materials science; Environmental science; Business; Computer science; Process engineering; Engineering; Mechanical engineering","score_opus":0.005174094768911924,"score_gpt":0.20061645037821396,"score_spread":0.19544235560930204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510096159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04143864,0.03378546,0.27743694,0.0017004202,0.004000741,0.0004357127,0.0010297899,0.008104275,0.6320679],"genre_scores_gemma":[0.4229469,0.012884775,0.08533278,0.0010189392,0.0014833821,0.00042324897,0.0013747201,0.00080852857,0.47372678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996006,0.000030714356,0.000011582386,0.00010498805,0.00019651854,0.000055722],"domain_scores_gemma":[0.9999014,0.000015963411,0.0000063694747,0.000029285478,0.0000383095,0.000008712503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029527873,0.0007543489,0.00068221614,0.000505612,0.0005843697,0.0012699069,0.0016866793,0.0007796082,0.02429223],"category_scores_gemma":[0.00029732907,0.0004611656,0.000422184,0.00057363464,0.00073216,0.0029802069,0.0018422112,0.0014181951,0.007353497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003828606,0.00020671083,0.00028465956,0.0013851193,0.00009544761,0.00016735164,0.00032314745,0.0064121033,0.15894979,0.25023127,0.07332041,0.50824106],"study_design_scores_gemma":[0.00004992601,0.000401374,0.000642169,0.00018312648,0.000073942385,0.00045713846,0.00007662133,0.0232236,0.10803287,0.03379138,0.8330059,0.00006185062],"about_ca_topic_score_codex":0.0003130835,"about_ca_topic_score_gemma":0.00042918455,"teacher_disagreement_score":0.02429223,"about_ca_system_score_codex":0.0006181985,"about_ca_system_score_gemma":0.0003932581,"threshold_uncertainty_score":0.08126563},"labels":[],"label_agreement":null},{"id":"W2789506640","doi":"10.1007/978-3-319-74944-0_2","title":"Measurements of Semi-urban Gust Factors for Wind Load Determination","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Meteorology; Geography","score_opus":0.020753832719735715,"score_gpt":0.20986170655774677,"score_spread":0.18910787383801106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789506640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5837101,0.0018325397,0.36400756,0.0002039528,0.00027113015,0.00022891352,0.0052655907,0.003191964,0.04128838],"genre_scores_gemma":[0.9292002,0.0005687986,0.06040478,0.0000995742,0.00005203226,0.00009406679,0.0020829118,0.0003268439,0.00717081],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996593,0.000051388204,0.000009354026,0.000060302424,0.00018607787,0.00003366565],"domain_scores_gemma":[0.9997278,0.000075605734,0.000023209086,0.000056318135,0.00009982413,0.000017205472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030547328,0.0006592809,0.00027699114,0.00066239905,0.00036996702,0.000444027,0.000572156,0.0004723073,0.0024078933],"category_scores_gemma":[0.00034072725,0.00023802713,0.00023202508,0.0010445685,0.00025168472,0.00056333997,0.0003492461,0.00033982607,0.0014171313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070164126,0.00026918176,0.035135273,0.00044192965,0.00007161492,0.00018692251,0.00075166515,0.0058327178,0.6053031,0.0014983837,0.0068349587,0.34297258],"study_design_scores_gemma":[0.00009465866,0.00079222757,0.21994275,0.00021420703,0.00013822888,0.00094116194,0.0012204294,0.061989117,0.6579729,0.0031036122,0.053371582,0.00021917076],"about_ca_topic_score_codex":0.0017608744,"about_ca_topic_score_gemma":0.0071205385,"teacher_disagreement_score":0.0024078933,"about_ca_system_score_codex":0.00018937675,"about_ca_system_score_gemma":0.00017797697,"threshold_uncertainty_score":0.0080551505},"labels":[],"label_agreement":null},{"id":"W2885660673","doi":"10.1007/978-3-319-89845-2_28","title":"Comparative Analysis of Four Analytical Methods for Measuring Microalgae and Cyanobacteria Biomass Growth in Controlled Environment Minkery Wastewater","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biomass (ecology); Cyanobacteria; Wastewater; Dry weight; Optical density; Environmental science; Pulp and paper industry; Reliability (semiconductor); Biochemical engineering; Environmental engineering; Process engineering; Biology; Botany; Ecology; Engineering; Physics","score_opus":0.037270182931656015,"score_gpt":0.2714102734327227,"score_spread":0.2341400905010667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885660673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8224263,0.031378087,0.13180429,0.00044833112,0.0005651571,0.00032399537,0.0016125289,0.00072685664,0.010714279],"genre_scores_gemma":[0.7747319,0.017200945,0.17342108,0.00044146273,0.00013351905,0.000706402,0.0025114992,0.00029777485,0.030555349],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834144,0.000215572,0.00008616604,0.00029689583,0.0009580978,0.00010189525],"domain_scores_gemma":[0.9988476,0.0006317737,0.000084740364,0.000057003213,0.00034741755,0.000031340423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013244061,0.0007043694,0.0005776318,0.0014142306,0.0004822345,0.0010595855,0.00093268044,0.000862185,0.0008881806],"category_scores_gemma":[0.0013028578,0.00042448947,0.0008595371,0.0010237503,0.00048920454,0.00062070356,0.0005876306,0.00060728594,0.00049671374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006804215,0.00013430466,0.0021347592,0.00036438627,0.00008705283,0.00008376716,0.00013804102,0.00024929224,0.95218307,0.00024659946,0.00025390743,0.043444462],"study_design_scores_gemma":[0.000009833146,0.00030462097,0.0066275,0.000013325463,0.00010512722,0.0001569187,0.00006962654,0.0011878969,0.9891173,0.00011133964,0.0022695486,0.000026986907],"about_ca_topic_score_codex":0.0014414795,"about_ca_topic_score_gemma":0.0040376633,"teacher_disagreement_score":0.0014414795,"about_ca_system_score_codex":0.0007870638,"about_ca_system_score_gemma":0.00052558613,"threshold_uncertainty_score":0.0070042014},"labels":[],"label_agreement":null},{"id":"W2886176541","doi":"10.1007/978-3-319-62572-0_44","title":"Electrochemical, Energy, Exergy, and Exergoeconomic Analyses of Hybrid Photocatalytic Hydrogen Production Reactor for Cu–Cl Cycle","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Hydrogen production; Electrolysis; Anode; Hydrogen; Electrochemistry; Exergy; Materials science; Cathode; Electrolysis of water; Photocatalysis; Water splitting; Chemical engineering; Analytical Chemistry (journal); Chemistry; Electrode; Waste management; Catalysis; Physical chemistry; Chromatography; Organic chemistry","score_opus":0.01449292545365197,"score_gpt":0.2538310390294987,"score_spread":0.23933811357584675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886176541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9289785,0.018151363,0.027424484,0.00027435223,0.00014323951,0.00007721114,0.001136524,0.00022661738,0.023587752],"genre_scores_gemma":[0.9804664,0.0028933012,0.0037299683,0.000026022419,0.000016269574,0.000031731724,0.000443134,0.000028323946,0.012364853],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993086,0.0000056853046,0.0000037092204,0.0000141004275,0.000036525522,0.000009193411],"domain_scores_gemma":[0.99996746,0.000011815998,0.0000025447248,0.0000029336147,0.000013473282,0.0000018426324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010607375,0.00027252617,0.0003977411,0.0003714922,0.00022776515,0.00051955535,0.000626633,0.000360988,0.0016334801],"category_scores_gemma":[0.00011739615,0.0002372968,0.00059901207,0.00045321186,0.00011150456,0.00062737253,0.00020939796,0.0004387209,0.00026473234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010441223,0.00035744306,0.0031575575,0.0012646585,0.00018549297,0.0006542686,0.00017212145,0.08445321,0.74446946,0.008960595,0.0046151723,0.15066591],"study_design_scores_gemma":[0.000038792194,0.0007837527,0.014567161,0.000049599454,0.00012954677,0.0005009951,0.00027139112,0.34531298,0.6144403,0.0068459297,0.016990684,0.00006880859],"about_ca_topic_score_codex":0.0023651267,"about_ca_topic_score_gemma":0.004270148,"teacher_disagreement_score":0.0023651267,"about_ca_system_score_codex":0.00064515934,"about_ca_system_score_gemma":0.00019884364,"threshold_uncertainty_score":0.005464494},"labels":[],"label_agreement":null},{"id":"W2886787104","doi":"10.1007/978-3-319-62572-0_76","title":"Energetic and Exergetic Performance Comparisons of Various Flow Sheet Options of Magnesium-Chlorine Cycle","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electrolysis; Exergy; Process engineering; Thermochemical cycle; Hydrogen production; Renewable energy; Chlorine; Electricity; Exergy efficiency; Thermal energy; Magnesium; Thermal; Chemistry; Hydrogen; Thermodynamics; Engineering; Physics; Electrical engineering; Organic chemistry","score_opus":0.0056104836404034875,"score_gpt":0.17147511413470473,"score_spread":0.16586463049430125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886787104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92716247,0.00577905,0.006788461,0.00013439768,0.00005524577,0.000060680817,0.0014052596,0.00012097723,0.05849344],"genre_scores_gemma":[0.9906702,0.00069155893,0.0009974601,0.00001664298,0.000005128602,0.000013038695,0.00041112147,0.000023160545,0.007171745],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998902,0.000015097607,0.0000043336713,0.000011956159,0.00006078785,0.000017606171],"domain_scores_gemma":[0.99994755,0.00002486992,0.0000050483727,0.0000038266044,0.000015555153,0.000003302737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022244138,0.0003281873,0.00028320157,0.0005989399,0.00028148634,0.00061242504,0.00056065706,0.00039905537,0.004358724],"category_scores_gemma":[0.00024458097,0.00009836159,0.0004697481,0.0006068933,0.00015919961,0.00056814036,0.00029485676,0.00019611999,0.00034591657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007395317,0.00034646346,0.0130733,0.0018265685,0.00017229335,0.00080590055,0.00030140593,0.33687013,0.26796842,0.020867314,0.006071526,0.3443013],"study_design_scores_gemma":[0.00027489438,0.0051254528,0.07133147,0.0003112218,0.00038271406,0.0005870087,0.00093931204,0.35623574,0.51054496,0.019537786,0.034524716,0.00020474172],"about_ca_topic_score_codex":0.0018907422,"about_ca_topic_score_gemma":0.003801911,"teacher_disagreement_score":0.004358724,"about_ca_system_score_codex":0.00063880987,"about_ca_system_score_gemma":0.00021398078,"threshold_uncertainty_score":0.014581442},"labels":[],"label_agreement":null},{"id":"W2887168190","doi":"10.1007/978-3-319-89845-2_27","title":"Investigation of Cultivation and Wastewater Treatment Potential of Microalgae and Cyanobacteria in Controlled Environment Minkery Wastewater","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Wastewater; Chlorella vulgaris; Anabaena; Sewage treatment; Environmental science; Bioremediation; Biomass (ecology); Pulp and paper industry; Cyanobacteria; Waste management; Environmental engineering; Biology; Algae; Ecology; Engineering; Contamination","score_opus":0.008814542793446314,"score_gpt":0.1742527052370442,"score_spread":0.16543816244359788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887168190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98975265,0.0032784932,0.0013887105,0.00007337336,0.000022326558,0.000014813905,0.00014884805,0.000016694063,0.0053040725],"genre_scores_gemma":[0.97223747,0.0039893063,0.0029955872,0.000060980354,0.000012607636,0.000029875117,0.00045644632,0.00002927086,0.02018839],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999294,0.0000049877067,0.0000038857415,0.000020695841,0.00003118396,0.000009707136],"domain_scores_gemma":[0.9999682,0.0000123301215,0.000004492929,0.0000023051796,0.000009927356,0.0000027940653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007121954,0.00012010028,0.0001579514,0.00013089231,0.0001716663,0.00033312058,0.00020731025,0.00022733126,0.0006650491],"category_scores_gemma":[0.00006627493,0.00007768664,0.00022559911,0.00023206692,0.00011360274,0.00029200272,0.00015364162,0.00023062939,0.0001422915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064736974,0.00003416615,0.00072964805,0.00006798133,0.0000030195874,0.00006922958,0.000045561876,0.00019061798,0.98890674,0.00012990131,0.00007495918,0.009683369],"study_design_scores_gemma":[0.0000027101416,0.00021169057,0.007979863,0.0000070196643,0.000008683518,0.0000910541,0.00008280463,0.0005064173,0.9883322,0.0001033263,0.0026683377,0.0000058191176],"about_ca_topic_score_codex":0.000925858,"about_ca_topic_score_gemma":0.001634065,"teacher_disagreement_score":0.000925858,"about_ca_system_score_codex":0.00027341652,"about_ca_system_score_gemma":0.00014996462,"threshold_uncertainty_score":0.002224803},"labels":[],"label_agreement":null},{"id":"W2888492830","doi":"10.1007/978-3-319-62575-1_72","title":"Data-Driven Modeling for Energy Consumption Estimation","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Estimation; Energy consumption; Consumption (sociology); Computer science; Econometrics; Environmental science; Mathematics; Economics; Engineering; Sociology","score_opus":0.03559117643788988,"score_gpt":0.23054639560632875,"score_spread":0.1949552191684389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888492830","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010598992,0.0034184712,0.99010473,0.00040577716,0.00030332003,0.000014878042,0.0005532797,0.0009827504,0.0031568464],"genre_scores_gemma":[0.24381867,0.01990048,0.6742,0.0011945921,0.0015003108,0.00046646982,0.007086508,0.002045503,0.049787454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997235,0.000071505216,0.000020878519,0.000071620954,0.00009761103,0.00001485222],"domain_scores_gemma":[0.99919754,0.0005410921,0.000028206885,0.00008913034,0.00013141106,0.000012616055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062730344,0.0011331582,0.0010831852,0.00039515606,0.00018784577,0.001131925,0.0015274152,0.00096491986,0.004815912],"category_scores_gemma":[0.0022469051,0.00079535955,0.0009819972,0.0011102473,0.00034859148,0.0015517488,0.0006771229,0.002283948,0.0029951602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046081623,0.00006247473,0.00047564684,0.00036230136,0.00012334752,0.00005659365,0.000042210966,0.72763115,0.0017315302,0.045231342,0.024830142,0.19940715],"study_design_scores_gemma":[0.0000024297692,0.0000048707643,0.00009044419,0.000023705714,0.000008814846,0.000016676699,0.0000042087277,0.95928085,0.00065140345,0.030379124,0.009528096,0.000009356529],"about_ca_topic_score_codex":0.007414151,"about_ca_topic_score_gemma":0.007035224,"teacher_disagreement_score":0.007414151,"about_ca_system_score_codex":0.00075651647,"about_ca_system_score_gemma":0.00059843744,"threshold_uncertainty_score":0.016110837},"labels":[],"label_agreement":null},{"id":"W2889175287","doi":"10.1007/978-3-319-99867-1_156","title":"Advances in Modelling Particle Transport in Urban Storm- and Wastewater Systems","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Stormwater; Settling; Clarifier; Combined sewer; Environmental science; Sanitary sewer; Wastewater; Environmental engineering; Effluent; Suspended solids; Hydrology (agriculture); Engineering; Surface runoff; Geotechnical engineering","score_opus":0.009952851832147816,"score_gpt":0.17502611786051497,"score_spread":0.16507326602836717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889175287","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021689812,0.056887913,0.75297195,0.003630638,0.0025635269,0.00008900651,0.0009541244,0.0014233113,0.15978977],"genre_scores_gemma":[0.28926015,0.16640486,0.28366998,0.0012391674,0.0028260495,0.00031494434,0.0029136203,0.0018538979,0.25151733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997483,0.000047667916,0.000015314916,0.00004804755,0.00012275236,0.000017880515],"domain_scores_gemma":[0.999723,0.00015841606,0.000013258854,0.000030679123,0.00006342008,0.0000112568505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004830797,0.0011820028,0.0009776116,0.0004607133,0.00040537494,0.0019059397,0.0017049215,0.0019467202,0.0045874794],"category_scores_gemma":[0.0009404356,0.000557673,0.0012629366,0.001310803,0.0006139465,0.0026093358,0.0010465448,0.0018367252,0.0021146857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021649876,0.00009366568,0.00055413536,0.00062010845,0.000056576726,0.00014371327,0.00013029865,0.7835136,0.0030954343,0.07756549,0.013955209,0.12025017],"study_design_scores_gemma":[0.000008109522,0.000025989477,0.00033653175,0.00014501823,0.000028523149,0.0001032237,0.000056096924,0.80336756,0.0027504812,0.045804467,0.14734258,0.000031398395],"about_ca_topic_score_codex":0.010793178,"about_ca_topic_score_gemma":0.007728773,"teacher_disagreement_score":0.010793178,"about_ca_system_score_codex":0.0011510624,"about_ca_system_score_gemma":0.0011247365,"threshold_uncertainty_score":0.021460712},"labels":[],"label_agreement":null},{"id":"W2889497592","doi":"10.1007/978-3-319-99867-1_145","title":"Conceptualizing the Sewage Collection System for Integrated Sewer-WWTP Modelling and Optimization","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Toronto Metropolitan University; Trojan Technologies (Canada)","funders":"","keywords":"Conceptual model; Sewage treatment; Process (computing); Sewage; Engineering; Wastewater; Calibration; Water quality; Environmental engineering; Systems engineering; Civil engineering; Computer science; Process engineering; Ecology","score_opus":0.016831697051509747,"score_gpt":0.20093057044105087,"score_spread":0.18409887338954112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889497592","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018219966,0.0030504453,0.9318758,0.0015220607,0.00025710755,0.00017334761,0.00065098883,0.0004662414,0.04378417],"genre_scores_gemma":[0.59313256,0.008406048,0.33754662,0.00042868222,0.00023667535,0.0010122422,0.0012443704,0.0006502781,0.05734256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970466,0.000086419655,0.00001848615,0.00006698512,0.000089595065,0.000033823737],"domain_scores_gemma":[0.9998847,0.000049608407,0.0000098140235,0.000010355349,0.00003570336,0.000009786667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056004233,0.0011438957,0.0010764479,0.00052457885,0.0007266267,0.002916514,0.0023681982,0.0025068235,0.004422273],"category_scores_gemma":[0.0005728883,0.0009548394,0.001650725,0.0011031269,0.0012435645,0.0022304687,0.0013940398,0.0019992476,0.000932309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011522281,0.000020319121,0.0001428008,0.000104509985,0.000024941945,0.00005389084,0.00005758548,0.93655896,0.0013394587,0.05434007,0.00071339245,0.0066325758],"study_design_scores_gemma":[0.000007415889,0.000018393857,0.00012666755,0.000033132288,0.000018068546,0.00003153525,0.00004284771,0.9530355,0.0006984681,0.037402667,0.008569429,0.000015987813],"about_ca_topic_score_codex":0.017734779,"about_ca_topic_score_gemma":0.015809122,"teacher_disagreement_score":0.017734779,"about_ca_system_score_codex":0.0021304444,"about_ca_system_score_gemma":0.003302766,"threshold_uncertainty_score":0.03526306},"labels":[],"label_agreement":null},{"id":"W2895857857","doi":"10.1007/978-3-319-91893-8_7","title":"System Characterization and Case Studies","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Phase Change Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Characterization (materials science); Focus (optics); Computer science; Data science; Systems engineering; Nanotechnology; Engineering; Materials science; Physics","score_opus":0.02761817803685398,"score_gpt":0.24048859902240236,"score_spread":0.21287042098554837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895857857","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6745132,0.0024621212,0.08951967,0.0008865187,0.00019653398,0.0025520746,0.0043977676,0.0023075475,0.22316456],"genre_scores_gemma":[0.9173503,0.0010083641,0.030530717,0.00010318521,0.000020913027,0.00058138603,0.0017945222,0.00027172436,0.04833879],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988457,0.0004237188,0.000052274085,0.0001076618,0.00042819045,0.00014239576],"domain_scores_gemma":[0.99890816,0.0005070053,0.000033134,0.00023931086,0.0002704887,0.000041855437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010833647,0.0005493826,0.00061542995,0.0010827545,0.0015886409,0.0012470287,0.001184948,0.0014979016,0.013301458],"category_scores_gemma":[0.0023880543,0.00022429766,0.00048093745,0.0017366507,0.000783038,0.0012583007,0.0008699479,0.0006922371,0.0029632952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024778568,0.0041737277,0.01229178,0.004436991,0.0001224373,0.0075634746,0.007351568,0.14755467,0.17944364,0.05035637,0.056477893,0.52774966],"study_design_scores_gemma":[0.00027841757,0.004142618,0.013361844,0.00038751046,0.00016738217,0.0054554394,0.009207113,0.23584418,0.37994128,0.023875102,0.32712513,0.00021396094],"about_ca_topic_score_codex":0.0037540742,"about_ca_topic_score_gemma":0.00500845,"teacher_disagreement_score":0.013301458,"about_ca_system_score_codex":0.0011369631,"about_ca_system_score_gemma":0.0005119804,"threshold_uncertainty_score":0.044497848},"labels":[],"label_agreement":null},{"id":"W2897265466","doi":"10.1007/978-3-319-91893-8_2","title":"Energy Storage Methods","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Energy storage; Electrochemical energy storage; Thermal energy storage; Software deployment; Process engineering; Computer science; Electrochemistry; Engineering; Chemistry; Supercapacitor; Physics; Thermodynamics","score_opus":0.016105342748573406,"score_gpt":0.25869800187471886,"score_spread":0.24259265912614547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897265466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007897114,0.035277266,0.17827666,0.0013720358,0.00382673,0.00036500514,0.0026831513,0.0027101245,0.76759195],"genre_scores_gemma":[0.037423573,0.01884299,0.044448394,0.0008032421,0.0003494934,0.00051192543,0.0021265396,0.00079222466,0.89470154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997018,0.000017598455,0.00001192834,0.000068638605,0.0001739387,0.00002603042],"domain_scores_gemma":[0.9999367,0.000012749105,0.000003578667,0.000020481286,0.000021909807,0.000004549064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026341708,0.0009940895,0.00066645455,0.0010105232,0.000854725,0.0011608276,0.0011340431,0.000778228,0.06484178],"category_scores_gemma":[0.0002794591,0.00043126012,0.000447938,0.0008724611,0.00057805097,0.0018325443,0.0012626522,0.0013294314,0.030555101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011266405,0.00013035265,0.00012446404,0.0018990741,0.000030357434,0.00020480204,0.00028376054,0.0015343154,0.11198754,0.18450232,0.12560874,0.5735816],"study_design_scores_gemma":[0.000008912919,0.0000350469,0.0001285958,0.000120209144,0.000008884363,0.00028858078,0.00004096859,0.0013548341,0.07337365,0.016489053,0.90813094,0.000020398373],"about_ca_topic_score_codex":0.00046664118,"about_ca_topic_score_gemma":0.00095398026,"teacher_disagreement_score":0.06484178,"about_ca_system_score_codex":0.0007024961,"about_ca_system_score_gemma":0.00052971725,"threshold_uncertainty_score":0.21691734},"labels":[],"label_agreement":null},{"id":"W2904249543","doi":"10.1007/978-3-319-93740-3_10","title":"Life Cycle Analysis of the Production of Biodiesel from Microalgae","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Sustainability; Biofuel; Life-cycle assessment; Context (archaeology); Biomass (ecology); Process (computing); Production (economics); Environmental science; Biodiesel; Biochemical engineering; Environmental economics; Engineering; Computer science; Waste management; Geography; Economics; Ecology","score_opus":0.009292173014858376,"score_gpt":0.19195765086914685,"score_spread":0.18266547785428847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904249543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8274096,0.045911524,0.07239721,0.00065144006,0.00022075028,0.00019447842,0.005686347,0.00041820432,0.04711041],"genre_scores_gemma":[0.8702362,0.024066035,0.022933101,0.00024205544,0.00002616119,0.00016910283,0.007033076,0.00021397731,0.07508019],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990106,0.000007827065,0.000004541421,0.000022818727,0.000045903347,0.000017825863],"domain_scores_gemma":[0.99994123,0.000017725104,0.0000062506806,0.000004216961,0.000025695652,0.0000048509155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017003802,0.0004041298,0.00029214,0.000658361,0.0002414148,0.00039696897,0.00048025834,0.00033576714,0.0019223456],"category_scores_gemma":[0.00015873577,0.0001537432,0.0006799362,0.00062487903,0.00013783155,0.0006029736,0.00024289543,0.0004162768,0.00080969225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059612445,0.0003537938,0.006007349,0.0010319977,0.00008500539,0.00046755996,0.00020265214,0.05062717,0.70569474,0.0118352985,0.0032399136,0.21985856],"study_design_scores_gemma":[0.000017143228,0.0009396018,0.014070456,0.00012243753,0.000080537,0.00034240156,0.00015298899,0.070896626,0.8536456,0.011300675,0.0483672,0.00006439138],"about_ca_topic_score_codex":0.002926732,"about_ca_topic_score_gemma":0.0028463304,"teacher_disagreement_score":0.002926732,"about_ca_system_score_codex":0.0010606908,"about_ca_system_score_gemma":0.00051561627,"threshold_uncertainty_score":0.0076959133},"labels":[],"label_agreement":null},{"id":"W2980525248","doi":"10.1007/978-3-030-27676-8_3","title":"Mining Phosphate from Wastewater: Treatment and Reuse","year":2019,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Phosphogypsum; Environmental science; Eutrophication; Reuse; Wastewater; Phosphorus; Sewage treatment; Agriculture; Waste management; Pollution; Environmental engineering; Environmental protection; Nutrient; Raw material; Engineering; Chemistry; Ecology; Biology","score_opus":0.0074336300260370546,"score_gpt":0.17230759156587705,"score_spread":0.16487396153984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980525248","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071304175,0.29942322,0.0341364,0.0029438916,0.0033804842,0.00012093528,0.0003760211,0.00025951385,0.6522291],"genre_scores_gemma":[0.015191435,0.17628612,0.012658153,0.0007524064,0.0007863741,0.0000780202,0.00031077862,0.00012744959,0.7938093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986005,0.000007808641,0.000006127133,0.000024339823,0.00009243798,0.0000092034525],"domain_scores_gemma":[0.9999707,0.0000117741565,0.0000022284275,0.0000032281873,0.000009811255,0.0000023146092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431367,0.0007937957,0.0004956139,0.0009849238,0.00043737632,0.0018981192,0.0008446496,0.0010003933,0.010606737],"category_scores_gemma":[0.00014968132,0.00037851755,0.0004169533,0.001755556,0.00051298813,0.0018223407,0.0007793553,0.0011155476,0.006187977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004220076,0.00013934642,0.00013682504,0.0014311519,0.0000140640705,0.00025927293,0.0002524718,0.0012721785,0.02029971,0.06554522,0.08479369,0.8258138],"study_design_scores_gemma":[0.0000044881194,0.000052036416,0.0003258631,0.00024533342,0.0000079805895,0.00074049423,0.000097577955,0.00056012487,0.009250059,0.022459883,0.9662455,0.000010696323],"about_ca_topic_score_codex":0.0010661539,"about_ca_topic_score_gemma":0.0034130418,"teacher_disagreement_score":0.010606737,"about_ca_system_score_codex":0.0006730051,"about_ca_system_score_gemma":0.0007932962,"threshold_uncertainty_score":0.035483062},"labels":[],"label_agreement":null},{"id":"W2980949906","doi":"10.1007/978-3-030-27676-8_5","title":"Sustainable Food for Thought","year":2019,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Compromise; Mediterranean diet; Fish <Actinopterygii>; Population; Business; Natural resource economics; Biology; Environmental health; Fishery; Sociology; Economics; Social science; Medicine","score_opus":0.004734107901535383,"score_gpt":0.1766182202117027,"score_spread":0.17188411231016731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980949906","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024768335,0.008747183,0.000786814,0.013728132,0.0051266956,0.000020731251,0.00005986556,0.00006539489,0.9712176],"genre_scores_gemma":[0.0044587217,0.003265851,0.00058584596,0.005826894,0.0007289483,0.00003483483,0.000052603387,0.00008903431,0.98495734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947685,0.00014561394,0.000010559764,0.00009295025,0.0001858802,0.00008815624],"domain_scores_gemma":[0.99979097,0.00006174601,0.0000096695285,0.000034660654,0.00006392305,0.000039113296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068959343,0.0009243235,0.00037669894,0.00122394,0.0036286402,0.005748456,0.0007110613,0.0030987822,0.09783743],"category_scores_gemma":[0.0013023962,0.00023084036,0.00029135504,0.0009856791,0.0036338505,0.005175827,0.003445213,0.0045751017,0.035967875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010530069,0.000017349264,0.000035647707,0.000067512374,0.0000018532531,0.00003657613,0.00092780055,0.000037973143,0.0001421261,0.44292262,0.50472134,0.05107868],"study_design_scores_gemma":[9.750848e-7,0.0000016217468,0.00001797686,0.00005098237,4.509028e-7,0.00001062219,0.00019303901,0.000010967319,0.000026545787,0.02374373,0.9759419,0.0000012178068],"about_ca_topic_score_codex":0.0064846063,"about_ca_topic_score_gemma":0.019771118,"teacher_disagreement_score":0.09783743,"about_ca_system_score_codex":0.004753404,"about_ca_system_score_gemma":0.0031025065,"threshold_uncertainty_score":0.32729882},"labels":[],"label_agreement":null},{"id":"W2985357196","doi":"10.1007/978-3-030-20637-6_31","title":"Evaluation of an Environmentally-Benign Renewable Energy System for Buildings","year":2019,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Exergy; Renewable energy; Coefficient of performance; Zero-energy building; Environmentally friendly; Environmental science; Sustainability; Refrigerant; Geothermal gradient; Exergy efficiency; Heat pump; Electricity; Process engineering; Environmental economics; Environmental engineering; Index (typography); Engineering; Mechanical engineering; Heat exchanger; Computer science; Economics; Electrical engineering","score_opus":0.009048372269250453,"score_gpt":0.18152755100900356,"score_spread":0.1724791787397531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985357196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89772135,0.0008264924,0.04885683,0.00025825057,0.000118368625,0.00038308688,0.0004792732,0.00028136218,0.051074997],"genre_scores_gemma":[0.9894627,0.00015339877,0.005469495,0.00001873914,0.0000069202174,0.000037891416,0.000109179986,0.00003233547,0.0047092857],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991696,0.00027099333,0.00001923584,0.000049637216,0.0004231353,0.00006755189],"domain_scores_gemma":[0.9997099,0.00013064413,0.000016967686,0.000023747905,0.0000999867,0.000018742956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008254427,0.00062438485,0.00049450045,0.00041616333,0.00052662764,0.0010124062,0.00055518746,0.00047409625,0.003435313],"category_scores_gemma":[0.0009352647,0.00016456742,0.00037866336,0.00031931256,0.00037643235,0.0006754829,0.00046733473,0.0002844927,0.00031442026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027218752,0.000702168,0.003405925,0.00054498925,0.00007589166,0.00032915414,0.0001233035,0.7131988,0.14619893,0.010360857,0.002185168,0.120152935],"study_design_scores_gemma":[0.00021960905,0.004869762,0.008105661,0.000043471915,0.00016728818,0.00013175832,0.00040947163,0.74789095,0.22219072,0.006867753,0.009034226,0.000069353],"about_ca_topic_score_codex":0.0035442645,"about_ca_topic_score_gemma":0.006759115,"teacher_disagreement_score":0.0035442645,"about_ca_system_score_codex":0.0013836464,"about_ca_system_score_gemma":0.00076146185,"threshold_uncertainty_score":0.011492252},"labels":[],"label_agreement":null},{"id":"W2985761683","doi":"10.1007/978-3-030-20637-6_37","title":"Investigation of New Insulation Materials for Environmentally-Benign Food Delivery Bags","year":2019,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Thermal insulation; Materials science; Polyurethane; Work (physics); Vacuum insulated panel; Composite material; Thermal; Moisture; Mechanical engineering; Process engineering; Environmental science; Engineering; Thermodynamics; Physics","score_opus":0.026184592043546413,"score_gpt":0.205305104477935,"score_spread":0.1791205124343886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985761683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90198565,0.019037211,0.029964514,0.00017452608,0.00027827657,0.0001942917,0.0002676818,0.000202365,0.047895502],"genre_scores_gemma":[0.8984371,0.013961056,0.042393066,0.00016697249,0.000048441434,0.00009596492,0.00044750466,0.00013261735,0.044317357],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998716,0.000015591442,0.0000046242267,0.000020997015,0.00006122703,0.000025859401],"domain_scores_gemma":[0.9999238,0.000027378655,0.000011151013,0.000005719416,0.000022561095,0.000009375151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023405837,0.00034190775,0.00019027993,0.00031657543,0.00019802195,0.00052700326,0.00026710157,0.00034384322,0.0018230287],"category_scores_gemma":[0.00015588898,0.000182328,0.0002458608,0.00021867364,0.00015562343,0.0006820539,0.0002276119,0.00044865225,0.00047823595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009894156,0.00012997363,0.00015173113,0.00041258786,0.000007054501,0.00015895873,0.00007749882,0.00054452225,0.9686829,0.0018268814,0.00041936082,0.027489508],"study_design_scores_gemma":[0.000004041536,0.00031266455,0.00056364376,0.000023938333,0.000010399087,0.00021366365,0.00005871712,0.0010499891,0.9864189,0.00015537736,0.011183357,0.000005398079],"about_ca_topic_score_codex":0.00010000401,"about_ca_topic_score_gemma":0.0002949827,"teacher_disagreement_score":0.0018230287,"about_ca_system_score_codex":0.0001726685,"about_ca_system_score_gemma":0.00015731172,"threshold_uncertainty_score":0.0060986876},"labels":[],"label_agreement":null},{"id":"W2986387419","doi":"10.1007/978-3-030-20637-6_30","title":"Techno-Economic Evaluation of a Residential Roof-Mounted Solar System","year":2019,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Payback period; Renewable energy; Wind speed; Roof; Electricity; Environmental science; Automotive engineering; Photovoltaic system; Electric power system; Engineering; Meteorology; Power (physics); Electrical engineering; Civil engineering; Geography; Production (economics); Economics","score_opus":0.007014902838972486,"score_gpt":0.1904513548738483,"score_spread":0.1834364520348758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986387419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91094923,0.0009884964,0.019893922,0.00038336517,0.00010228088,0.00014839815,0.0011946795,0.00014477594,0.06619485],"genre_scores_gemma":[0.9959764,0.00012322262,0.00096441904,0.000009249791,0.0000071560053,0.000016720065,0.000109554465,0.000013368235,0.0027799143],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935335,0.00034046362,0.000014296538,0.000039095466,0.00018575694,0.00006709442],"domain_scores_gemma":[0.9993875,0.00042607292,0.000024634304,0.00003273577,0.0001086301,0.000020404334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084102154,0.00052896445,0.0006423726,0.00062654045,0.0004307404,0.0012187196,0.0007884022,0.0006701113,0.00535518],"category_scores_gemma":[0.0010871508,0.00026664764,0.00058548164,0.001071811,0.00046481722,0.0007963686,0.00045508158,0.0005219444,0.00027286104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047998712,0.00014374428,0.0011426986,0.00009850115,0.000030326357,0.00011048314,0.000010288329,0.9810891,0.003118328,0.0026980191,0.00069727434,0.010381233],"study_design_scores_gemma":[0.00004313031,0.00045094106,0.0038137997,0.0000074995924,0.00004038928,0.000033741297,0.00007139592,0.99077994,0.0031295423,0.0010519557,0.0005625636,0.000015104799],"about_ca_topic_score_codex":0.009990462,"about_ca_topic_score_gemma":0.012732733,"teacher_disagreement_score":0.009990462,"about_ca_system_score_codex":0.0022356214,"about_ca_system_score_gemma":0.00059186376,"threshold_uncertainty_score":0.019864619},"labels":[],"label_agreement":null},{"id":"W2986707780","doi":"10.1007/978-3-030-20637-6_29","title":"A Novel Multigeneration Energy System for a Sustainable Community","year":2019,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Exergy; Photovoltaic system; Process engineering; Renewable energy; Absorption refrigerator; Thermal energy storage; Geothermal gradient; Thermal energy; Environmental science; Wind power; Exergy efficiency; Zero-energy building; Engineering; Refrigeration; Mechanical engineering; Electrical engineering; Thermodynamics; Physics","score_opus":0.007525334734058776,"score_gpt":0.18380356895924788,"score_spread":0.1762782342251891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986707780","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089043066,0.0038253325,0.27219042,0.006983004,0.0018605322,0.00030204648,0.00048633412,0.0013855208,0.6239238],"genre_scores_gemma":[0.54010534,0.0026492646,0.13386367,0.0007431549,0.00033881428,0.0003031249,0.00026813993,0.00015526092,0.32157326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999335,0.000013634133,0.0000021008016,0.000015912487,0.000022520984,0.000012305214],"domain_scores_gemma":[0.9999726,0.0000041348962,0.0000016182235,0.0000053815465,0.000007876704,0.000008367932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012931663,0.00026569347,0.0001729656,0.00029133508,0.0010082062,0.0013979372,0.0006726669,0.00076505245,0.0130573325],"category_scores_gemma":[0.00011650988,0.00010760969,0.00024226517,0.0003884988,0.00040573484,0.0020693943,0.0010831485,0.0005892919,0.0015074766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009855904,0.00017038311,0.0004226069,0.00014048064,0.000023879964,0.0005695924,0.00049142574,0.016917536,0.018334055,0.7144161,0.04334833,0.20506705],"study_design_scores_gemma":[0.00006229254,0.00019591641,0.0007529865,0.00009475562,0.000034967783,0.0007256402,0.00047501974,0.085255444,0.010238555,0.26705915,0.63506085,0.000044435885],"about_ca_topic_score_codex":0.001589595,"about_ca_topic_score_gemma":0.0048283306,"teacher_disagreement_score":0.0130573325,"about_ca_system_score_codex":0.0007605224,"about_ca_system_score_gemma":0.0009886628,"threshold_uncertainty_score":0.043681085},"labels":[],"label_agreement":null},{"id":"W2998956677","doi":"10.1007/978-1-4419-1017-2","title":"Global Warming","year":2009,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Climate Change and Sustainable Development","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Environmental science","score_opus":0.006956430660591654,"score_gpt":0.19684701428377874,"score_spread":0.1898905836231871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998956677","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003047421,0.005770046,0.0018266905,0.003028339,0.003531059,0.000025273008,0.0002581862,0.00022023013,0.9850354],"genre_scores_gemma":[0.0030075745,0.0046168305,0.0008448465,0.0017363342,0.0005114444,0.000031253014,0.00022260765,0.00009931998,0.9889298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981326,0.000022733102,0.000004764272,0.00004694582,0.00008893251,0.000023400771],"domain_scores_gemma":[0.9999255,0.000010331663,0.000004500606,0.000014862137,0.000032171265,0.000012544378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024210516,0.000794236,0.00030046966,0.0005732931,0.00066344754,0.0018595736,0.00050568883,0.0009954865,0.12450383],"category_scores_gemma":[0.00048511417,0.00017445449,0.0003578337,0.00063649536,0.00064603245,0.0021906903,0.0016226618,0.001676714,0.06906065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012569319,0.000012740206,0.000119253236,0.00017004172,0.0000066242665,0.00005046587,0.00020314273,0.0002677061,0.00079045974,0.108711146,0.6741962,0.21545961],"study_design_scores_gemma":[7.1553785e-7,0.0000023119003,0.0000848561,0.00003218481,0.0000013138784,0.000021890208,0.00002773295,0.000019743045,0.000055011667,0.0051560095,0.99459696,0.0000012423641],"about_ca_topic_score_codex":0.0038326948,"about_ca_topic_score_gemma":0.0096294675,"teacher_disagreement_score":0.12450383,"about_ca_system_score_codex":0.0010507145,"about_ca_system_score_gemma":0.0013635078,"threshold_uncertainty_score":0.41650677},"labels":[],"label_agreement":null},{"id":"W3017902468","doi":"10.1007/978-3-030-38032-8_11","title":"Production and Processing of the Enzymes from Lignocellulosic Biomass","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre National en Électrochimie et en Technologies Environnementales; Dalhousie University; York University; Institut National de la Recherche Scientifique","funders":"","keywords":"Cellulase; Lignocellulosic biomass; Context (archaeology); Biomass (ecology); Biotechnology; Biochemical engineering; Chemistry; Pulp and paper industry; Enzyme; Biochemistry; Biofuel; Engineering; Biology; Agronomy","score_opus":0.00804485673466852,"score_gpt":0.1605185351661134,"score_spread":0.15247367843144488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017902468","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16022688,0.22691219,0.1340175,0.0017240784,0.0019479571,0.00034354706,0.002675889,0.0007239316,0.47142795],"genre_scores_gemma":[0.18128808,0.16277972,0.07088171,0.00043522334,0.00022271715,0.0001536848,0.0047868476,0.00031954615,0.57913244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993145,0.0000037532104,0.0000031421996,0.000013871005,0.00003695666,0.000010872928],"domain_scores_gemma":[0.99997556,0.0000074795153,0.0000024573867,0.0000048316624,0.0000065753925,0.000003008735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010591405,0.00073806907,0.0003343828,0.0004620875,0.00017028772,0.0008448364,0.00041146195,0.00035659532,0.0026927025],"category_scores_gemma":[0.000121790625,0.0002773392,0.0003911063,0.0010480873,0.0002703562,0.0010184573,0.00033585756,0.0008558656,0.0032328963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008095219,0.000184415,0.00019501656,0.0011991019,0.00002036096,0.00045267618,0.0001780156,0.0034657759,0.59684837,0.022533478,0.008859369,0.36598256],"study_design_scores_gemma":[0.0000074831983,0.000118111,0.0013636238,0.00018011151,0.000019194715,0.0008006422,0.00005538972,0.0019341804,0.63026434,0.0077024987,0.3575339,0.000020459653],"about_ca_topic_score_codex":0.0008488772,"about_ca_topic_score_gemma":0.0019026353,"teacher_disagreement_score":0.0026927025,"about_ca_system_score_codex":0.00043915378,"about_ca_system_score_gemma":0.00039943066,"threshold_uncertainty_score":0.00900799},"labels":[],"label_agreement":null},{"id":"W3029548047","doi":"10.1007/978-3-030-47016-6_1","title":"Principles of Solar Design","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Passive solar building design; Daylighting; Architectural engineering; Solar energy; Low-energy house; Zero-energy building; Solar air conditioning; Environmental science; Engineering; Systems engineering; Engineering physics; Electrical engineering","score_opus":0.02170182512992884,"score_gpt":0.17263293544698502,"score_spread":0.1509311103170562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029548047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007750925,0.006981304,0.047701202,0.0012781578,0.0011862868,0.000047538935,0.000103815575,0.00027200472,0.94165456],"genre_scores_gemma":[0.043398403,0.008699341,0.019181518,0.0011542573,0.00052935304,0.00014315988,0.00013262848,0.00023959845,0.9265216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997583,0.000041215957,0.0000062881695,0.00003130209,0.00014188574,0.000020912945],"domain_scores_gemma":[0.99993885,0.000017796863,0.0000028331524,0.000014417699,0.00002154951,0.0000044743033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019726777,0.00068711344,0.00042819232,0.0006329818,0.00087399996,0.0017681244,0.00074778567,0.00092740834,0.02451352],"category_scores_gemma":[0.00034772698,0.00030889595,0.00036324761,0.00057114416,0.0013153014,0.0012032819,0.0010395849,0.0013788817,0.009545739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070130027,0.000020591498,0.000056085806,0.00012573178,0.000005779984,0.000044952292,0.00023293436,0.0016250402,0.0014948844,0.84810966,0.059763227,0.088513985],"study_design_scores_gemma":[0.0000029235462,0.000009821783,0.00009025124,0.000063620915,0.0000027325552,0.00009841234,0.000062550156,0.0012612112,0.000905182,0.2370668,0.76042974,0.0000066562675],"about_ca_topic_score_codex":0.0008449543,"about_ca_topic_score_gemma":0.0016322962,"teacher_disagreement_score":0.02451352,"about_ca_system_score_codex":0.00074014586,"about_ca_system_score_gemma":0.00069087587,"threshold_uncertainty_score":0.08200586},"labels":[],"label_agreement":null},{"id":"W3029687329","doi":"10.1007/978-3-030-47016-6_4","title":"Active Solar Technologies","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoltaic system; Solar energy; Systems engineering; Architectural engineering; Environmental science; Engineering; Process engineering; Engineering physics; Computer science; Electrical engineering","score_opus":0.013435508318597647,"score_gpt":0.19105363091157485,"score_spread":0.1776181225929772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029687329","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044708085,0.012466543,0.0060084155,0.00055496837,0.001480748,0.00003301225,0.00014984247,0.0003177194,0.9785417],"genre_scores_gemma":[0.0019389456,0.0056552417,0.0011550805,0.00025760345,0.00015059258,0.000014528557,0.000115416326,0.00006759143,0.99064505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997416,0.00001651548,0.000005318194,0.00003771961,0.0001796013,0.000019204022],"domain_scores_gemma":[0.99991286,0.000015965665,0.000004571265,0.000015636298,0.00004108395,0.0000099324025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016695115,0.0009494554,0.00046022405,0.0009801973,0.0007998949,0.0021356368,0.0008961978,0.0010064312,0.106634915],"category_scores_gemma":[0.00027277207,0.0003861105,0.00032879892,0.0010890694,0.00039954734,0.0017799701,0.0011689728,0.0016925185,0.072299235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024387338,0.00007993747,0.00008671851,0.00042625447,0.000006992596,0.00008857871,0.00018879265,0.00054674613,0.00545154,0.06872394,0.39775154,0.5266245],"study_design_scores_gemma":[0.0000014008364,0.000008723315,0.000093746734,0.00007748935,0.0000022430131,0.0001056414,0.000030863663,0.00014981614,0.0008149819,0.0057065347,0.9930057,0.0000029166101],"about_ca_topic_score_codex":0.0010156246,"about_ca_topic_score_gemma":0.0038707142,"teacher_disagreement_score":0.106634915,"about_ca_system_score_codex":0.0006750073,"about_ca_system_score_gemma":0.0006203865,"threshold_uncertainty_score":0.35672933},"labels":[],"label_agreement":null},{"id":"W3029696463","doi":"10.1007/978-3-030-47016-6_8","title":"Mixed-Use Solar Neighborhoods","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Architectural engineering; Solar energy; Thermal energy storage; Computer science; Environmental science; Engineering; Electrical engineering; Physics","score_opus":0.010577008001425858,"score_gpt":0.15948660333583714,"score_spread":0.14890959533441128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029696463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036699045,0.0018192016,0.049696125,0.0003813094,0.00023563411,0.00005657586,0.00054676126,0.0003377441,0.91022754],"genre_scores_gemma":[0.34328416,0.0016366446,0.022682995,0.00014580718,0.00006483372,0.000073441646,0.0005315105,0.00022493652,0.63135576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999928,0.000015892427,0.0000016426745,0.000020117075,0.000023051542,0.0000113384],"domain_scores_gemma":[0.9999523,0.000006818837,0.0000032378648,0.000015825493,0.000012955425,0.0000088184515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007981864,0.0002871129,0.00029837491,0.00016069988,0.0006324355,0.0011081848,0.0006894499,0.0002835401,0.037917204],"category_scores_gemma":[0.00020735257,0.00016008738,0.00018679324,0.0004597696,0.00021343,0.0009776345,0.0007887122,0.00035575524,0.0050677704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001832013,0.00014376953,0.0019659577,0.00025210954,0.000044762768,0.00024741067,0.00034042532,0.019474924,0.003725332,0.441403,0.0913584,0.44086078],"study_design_scores_gemma":[0.000022904249,0.00015498108,0.0033830616,0.00012959754,0.000030314448,0.0006823175,0.0008972346,0.04756366,0.00554767,0.1156169,0.8259528,0.000018499262],"about_ca_topic_score_codex":0.0016046237,"about_ca_topic_score_gemma":0.009363155,"teacher_disagreement_score":0.037917204,"about_ca_system_score_codex":0.0003123346,"about_ca_system_score_gemma":0.00019529912,"threshold_uncertainty_score":0.12684566},"labels":[],"label_agreement":null},{"id":"W3030116855","doi":"10.1007/978-3-030-47016-6_3","title":"Selected High-Performance Building Envelopes","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Architectural engineering; Engineering","score_opus":0.004475301900706954,"score_gpt":0.15033413952822972,"score_spread":0.14585883762752277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030116855","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005211939,0.024856761,0.04194646,0.00042306542,0.0012094937,0.000051121668,0.00041525232,0.0005979867,0.92528796],"genre_scores_gemma":[0.027553782,0.017790556,0.008908694,0.00017563635,0.00032061263,0.00003274527,0.00066766504,0.0002960585,0.9442542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998567,0.000013469516,0.0000035871994,0.000013306611,0.000096293275,0.000016595272],"domain_scores_gemma":[0.9999291,0.000019366322,0.0000034092009,0.000013360577,0.000028094864,0.0000066111274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017214574,0.0006809355,0.00037055204,0.0006296433,0.0004131552,0.0012248865,0.00060883415,0.000500861,0.06022731],"category_scores_gemma":[0.00021894799,0.00025378424,0.00030871812,0.0013697944,0.00019814243,0.0010697254,0.0006432548,0.00064105703,0.020329788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000854175,0.00010576622,0.00016213505,0.00044026496,0.000012490976,0.00018957822,0.00009567273,0.008850108,0.015088345,0.07748594,0.16162217,0.735862],"study_design_scores_gemma":[0.000004089883,0.000045814064,0.00084403943,0.00012595186,0.000005691414,0.00036070417,0.00004786898,0.004742486,0.005744908,0.013132756,0.97493434,0.000011421033],"about_ca_topic_score_codex":0.0006347513,"about_ca_topic_score_gemma":0.0016284264,"teacher_disagreement_score":0.06022731,"about_ca_system_score_codex":0.0003984878,"about_ca_system_score_gemma":0.00017773581,"threshold_uncertainty_score":0.20148039},"labels":[],"label_agreement":null},{"id":"W3030328969","doi":"10.1007/978-3-030-47016-6_7","title":"Residential, Low-Density Neighborhoods","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Flexibility (engineering); Architectural engineering; Scale (ratio); Computer science; Environmental science; Geography; Engineering; Mathematics; Cartography; Statistics","score_opus":0.0049700346443106455,"score_gpt":0.16023281786353272,"score_spread":0.15526278321922207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030328969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039146,0.00557087,0.009856646,0.00079518964,0.0002708636,0.000019133982,0.0002755936,0.00016803152,0.9791291],"genre_scores_gemma":[0.042972066,0.0061500394,0.0050492445,0.00027754655,0.00014765064,0.000030190364,0.0003193641,0.00011674202,0.94493717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99994934,0.000009127379,0.0000015477872,0.000012755504,0.000019042604,0.0000081182825],"domain_scores_gemma":[0.99997187,0.000005077466,0.0000021767257,0.0000046543664,0.000011539282,0.000004737352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005685665,0.0003424777,0.0002941851,0.00028644878,0.0008569342,0.002057719,0.0005940027,0.00043607326,0.046525627],"category_scores_gemma":[0.00015906,0.00020227923,0.00012700161,0.0008988061,0.0003287569,0.0011432267,0.0006928335,0.00045962978,0.011776861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021929707,0.000056588615,0.0009090457,0.0002880087,0.000006104149,0.0002152076,0.0006679511,0.003278054,0.0012708014,0.4505662,0.27828956,0.26443055],"study_design_scores_gemma":[0.0000018404465,0.000011947285,0.0014255587,0.00008196232,0.000005414271,0.00027653394,0.0005497971,0.0014189079,0.0002741345,0.05237811,0.9435714,0.0000043510245],"about_ca_topic_score_codex":0.0050929952,"about_ca_topic_score_gemma":0.025961101,"teacher_disagreement_score":0.046525627,"about_ca_system_score_codex":0.000545273,"about_ca_system_score_gemma":0.0003411732,"threshold_uncertainty_score":0.1556437},"labels":[],"label_agreement":null},{"id":"W3031260687","doi":"10.1007/978-3-030-47016-6_5","title":"Advanced Solar Envelope Design","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Facade; Roof; Building envelope; Architectural engineering; Envelope (radar); Engineering; Solar energy; Thermal; Civil engineering; Aerospace engineering; Meteorology; Electrical engineering; Geography","score_opus":0.018491531850228518,"score_gpt":0.19350683496167959,"score_spread":0.17501530311145108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031260687","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005728609,0.01079348,0.14081185,0.0006184729,0.0013139059,0.00007541997,0.00029960182,0.001063581,0.83929515],"genre_scores_gemma":[0.049133413,0.0062366454,0.01906245,0.0003287697,0.00019975503,0.000053397627,0.0004038233,0.0003848371,0.9241969],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998622,0.000011309879,0.0000026834844,0.000019244495,0.00009050073,0.000014002618],"domain_scores_gemma":[0.999962,0.000005116438,0.0000018837031,0.00001018362,0.000017268194,0.0000035227365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510045,0.00052837736,0.00035323348,0.00034808155,0.00041440598,0.0011422412,0.00062508957,0.0006707796,0.03299083],"category_scores_gemma":[0.00017408658,0.00030497974,0.00036930206,0.0004194865,0.0002249305,0.0008875681,0.0007267912,0.0008581955,0.014091549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078891004,0.00008141329,0.00024282256,0.00034693576,0.000017897262,0.00011269361,0.00013782237,0.013529963,0.038442094,0.11118741,0.12814835,0.7076738],"study_design_scores_gemma":[0.0000066134503,0.000048184433,0.00048567,0.00008425517,0.000008411864,0.00031255075,0.000050302424,0.011839118,0.013118757,0.021147538,0.9528862,0.000012237299],"about_ca_topic_score_codex":0.00042492166,"about_ca_topic_score_gemma":0.0009580699,"teacher_disagreement_score":0.03299083,"about_ca_system_score_codex":0.0004696603,"about_ca_system_score_gemma":0.00029583805,"threshold_uncertainty_score":0.11036539},"labels":[],"label_agreement":null},{"id":"W3032299012","doi":"10.1007/978-3-030-47016-6_6","title":"Introduction to Solar Neighborhoods","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.008017104812222344,"score_gpt":0.19088064534865953,"score_spread":0.1828635405364372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032299012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057828473,0.008617216,0.002325684,0.0010522157,0.0010073935,0.000020600048,0.00031577764,0.00014762646,0.9859352],"genre_scores_gemma":[0.0066348678,0.010343907,0.002098654,0.0004919844,0.00029207437,0.000031476447,0.00036820077,0.00013956452,0.97959936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99991155,0.00001669172,0.000003067933,0.00001860791,0.000039574934,0.0000105187055],"domain_scores_gemma":[0.9999418,0.000010692298,0.0000029029816,0.0000070658166,0.000026186304,0.0000112933185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101567544,0.00051002187,0.00045375564,0.00088206877,0.0011595788,0.0016705261,0.0005911134,0.0005798184,0.19446489],"category_scores_gemma":[0.00027844665,0.00022718975,0.00024430337,0.0015572535,0.00038060354,0.0017496337,0.0010064441,0.0009111896,0.05865084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011078911,0.000041570747,0.00016406963,0.0001805813,0.0000029037099,0.000065463115,0.00031274708,0.00043600932,0.00024804534,0.17886958,0.6032184,0.21644951],"study_design_scores_gemma":[6.151832e-7,0.0000036706165,0.00007053904,0.000045739693,5.763409e-7,0.000032247608,0.00007990088,0.000044119937,0.000027343223,0.009010732,0.99068356,9.474737e-7],"about_ca_topic_score_codex":0.003043351,"about_ca_topic_score_gemma":0.012217243,"teacher_disagreement_score":0.19446489,"about_ca_system_score_codex":0.00076526124,"about_ca_system_score_gemma":0.00061810156,"threshold_uncertainty_score":0.6505499},"labels":[],"label_agreement":null},{"id":"W3032517203","doi":"10.1007/978-3-030-47016-6_2","title":"Introduction to Building Envelope","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Building envelope; Envelope (radar); Computer science; Architectural engineering; Engineering; Geography; Telecommunications; Meteorology","score_opus":0.005086683980979702,"score_gpt":0.16465420171857997,"score_spread":0.15956751773760028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032517203","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005611769,0.013058448,0.027968513,0.00068765954,0.0018067757,0.00004742892,0.00061649695,0.0005967378,0.9546567],"genre_scores_gemma":[0.0034638199,0.007822569,0.004924658,0.00035427677,0.00027915576,0.000026315589,0.00044039165,0.00025464274,0.9824341],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984014,0.0000141994215,0.000005618864,0.000027265474,0.00009780507,0.0000148714735],"domain_scores_gemma":[0.9999144,0.000022537484,0.000003440739,0.00001567547,0.000036241578,0.000007662905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014647025,0.0010776817,0.0005604687,0.0011802965,0.00057272014,0.0015387293,0.0007245375,0.00082635565,0.15384169],"category_scores_gemma":[0.0003832178,0.00042445754,0.0004379596,0.0013749871,0.00042221555,0.0016381658,0.0010029242,0.0013654935,0.086463675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017699598,0.000051089333,0.00008323518,0.00030940166,0.000005227792,0.00011317275,0.0001973394,0.0032753742,0.0024107648,0.11164345,0.398864,0.48302934],"study_design_scores_gemma":[6.2113173e-7,0.0000074767227,0.000098142686,0.00007269881,0.0000012333892,0.000080091566,0.000025577669,0.00032170082,0.00024092394,0.011302727,0.98784524,0.0000036018334],"about_ca_topic_score_codex":0.0014845909,"about_ca_topic_score_gemma":0.0036064053,"teacher_disagreement_score":0.15384169,"about_ca_system_score_codex":0.0005386516,"about_ca_system_score_gemma":0.00042771056,"threshold_uncertainty_score":0.5146517},"labels":[],"label_agreement":null},{"id":"W3083152011","doi":"10.1007/978-981-15-5667-8_15","title":"Cluster Analysis of Turbulent Premixed Combustion Using On-the-fly Flame Particle Tracking","year":2020,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Turbulence; Combustion; Cluster (spacecraft); Particle (ecology); Premixed flame; Mechanics; Materials science; Tracking (education); Environmental science; Physics; Chemistry; Computer science; Combustor; Biology; Physical chemistry; Psychology","score_opus":0.016237252035023766,"score_gpt":0.19635197332086113,"score_spread":0.18011472128583736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083152011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49924976,0.00037978613,0.4903874,0.00011000815,0.00009536805,0.000072092625,0.0008706699,0.0017881785,0.007046776],"genre_scores_gemma":[0.85554224,0.0002011574,0.13816638,0.000016993492,0.000019192496,0.000031174786,0.0010139955,0.0002835911,0.0047252933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999312,0.000008543712,0.0000021347612,0.000013306031,0.000035377092,0.000009399974],"domain_scores_gemma":[0.9998528,0.00006146006,0.000010180353,0.000020673107,0.000043478503,0.000011490044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017520464,0.00028420807,0.0003012398,0.0005277316,0.00051450153,0.0005135601,0.0007200749,0.0003350603,0.0010632313],"category_scores_gemma":[0.00039508415,0.0001440446,0.0003583538,0.0006843585,0.00021692926,0.00028264243,0.00027141636,0.00034276172,0.00018423163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039491244,0.00017785876,0.005843486,0.00012454375,0.00009536714,0.00013426841,0.00019848828,0.790853,0.05440625,0.017626833,0.003798754,0.1263462],"study_design_scores_gemma":[0.000001686856,0.000004326422,0.0012525732,9.001903e-7,0.000001810471,0.000006242644,0.000007735096,0.99476516,0.0030988106,0.00062725705,0.00022947454,0.000003907542],"about_ca_topic_score_codex":0.02161083,"about_ca_topic_score_gemma":0.021863073,"teacher_disagreement_score":0.02161083,"about_ca_system_score_codex":0.0005969148,"about_ca_system_score_gemma":0.0005117157,"threshold_uncertainty_score":0.04297006},"labels":[],"label_agreement":null},{"id":"W3122902957","doi":"10.1007/978-981-15-9140-2_5","title":"Nanofluids Application in Solar Thermal Collectors","year":2021,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nanofluid; Nanofluids in solar collectors; Materials science; Heat transfer fluid; Thermal conductivity; Thermal energy storage; Solar energy; Thermal fluids; Ethylene glycol; Thermal; Viscosity; Working fluid; Heat transfer; Thermodynamics; Nanoparticle; Process engineering; Chemical engineering; Composite material; Photovoltaic thermal hybrid solar collector; Nanotechnology; Heat transfer coefficient; Engineering; Electrical engineering; Physics","score_opus":0.004768287841863646,"score_gpt":0.16557154275516447,"score_spread":0.16080325491330083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122902957","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09514972,0.3596784,0.17660514,0.0013225379,0.004326444,0.00034845492,0.00055591174,0.0012469366,0.3607665],"genre_scores_gemma":[0.30751553,0.1549523,0.0605769,0.0007507664,0.00081691175,0.0002110827,0.0005234853,0.00043348098,0.47421953],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999101,0.0000083761115,0.000004217111,0.000019737372,0.000049037448,0.000008593272],"domain_scores_gemma":[0.99996495,0.000014809227,0.0000027901606,0.0000034985678,0.000011223691,0.0000027746719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016509362,0.0003642534,0.00045820608,0.0005170561,0.00044632706,0.0007774979,0.00046843122,0.0005518471,0.0031043373],"category_scores_gemma":[0.00013939461,0.0003291367,0.0005093837,0.00057450845,0.00020865677,0.0010360107,0.0005315469,0.0006291509,0.0012084295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013809741,0.00011518187,0.000223159,0.0029188548,0.000035252895,0.00047001036,0.00040207675,0.0050987117,0.6050103,0.039002296,0.018642737,0.32794333],"study_design_scores_gemma":[0.000014097462,0.00020643296,0.00079509994,0.0003910569,0.00005294275,0.00074717624,0.00011748126,0.008659119,0.5892504,0.00688333,0.39285296,0.000029812209],"about_ca_topic_score_codex":0.00045737522,"about_ca_topic_score_gemma":0.0013317855,"teacher_disagreement_score":0.0031043373,"about_ca_system_score_codex":0.0005771695,"about_ca_system_score_gemma":0.0002661897,"threshold_uncertainty_score":0.0103850365},"labels":[],"label_agreement":null},{"id":"W3161179221","doi":"10.1007/978-981-16-0029-6_14","title":"Biomass-Based CO2 Adsorbents for Biogas Upgradation with Pressure Swing Adsorption","year":2021,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Biogas; Pressure swing adsorption; Waste management; Renewable energy; Biomass (ecology); Environmental science; Natural gas; Adsorption; Process engineering; Methane; Renewable natural gas; Carbonization; Substitute natural gas; Syngas; Engineering; Chemistry; Fuel gas","score_opus":0.00792529628622421,"score_gpt":0.18126818730701671,"score_spread":0.1733428910207925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161179221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41367817,0.14391951,0.10949982,0.0013134062,0.0028516022,0.000290409,0.001693816,0.0015106844,0.32524267],"genre_scores_gemma":[0.5426502,0.063542336,0.039018642,0.00046074568,0.00022696146,0.00016357667,0.0016318115,0.00032386451,0.3519818],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999027,0.0000038515186,0.0000027753993,0.000014105424,0.00006277995,0.000013767586],"domain_scores_gemma":[0.9999865,0.000003456343,0.0000010199454,0.0000019272243,0.000005297717,0.0000017477465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007584268,0.00052951125,0.000275387,0.00058094686,0.00027010654,0.0005764939,0.0005304546,0.00046778374,0.003035638],"category_scores_gemma":[0.00007139218,0.00024299757,0.00035960224,0.00090348034,0.00016866224,0.0007860437,0.00040284204,0.0007317192,0.00209812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057462596,0.00012798091,0.000086182474,0.00069150934,0.00001957141,0.00017142358,0.00005468091,0.0011822188,0.87344533,0.006231917,0.003759234,0.114172444],"study_design_scores_gemma":[0.0000061502947,0.00017446837,0.00077589136,0.00006041391,0.000020464784,0.00023794612,0.00004142722,0.0046552126,0.8967581,0.0017816675,0.09547002,0.000018245832],"about_ca_topic_score_codex":0.00065603136,"about_ca_topic_score_gemma":0.0025319215,"teacher_disagreement_score":0.003035638,"about_ca_system_score_codex":0.00039335838,"about_ca_system_score_gemma":0.00015991466,"threshold_uncertainty_score":0.010155201},"labels":[],"label_agreement":null},{"id":"W3166019629","doi":"10.1007/978-3-030-67529-5_7","title":"Review and Selection of Multi-criteria Decision Analysis (MCDA) Technique for Sustainability Assessment","year":2021,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Centre for Global Health Research; Balsillie School of International Affairs; University of Waterloo; York University","funders":"","keywords":"Multiple-criteria decision analysis; Sustainability; Decision analysis; Management science; Selection (genetic algorithm); Disadvantage; Process (computing); Computer science; Risk analysis (engineering); Engineering; Operations research; Business; Mathematics; Artificial intelligence; Statistics","score_opus":0.06683140963797898,"score_gpt":0.4121474885104985,"score_spread":0.34531607887251947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166019629","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013347217,0.9526405,0.02704627,0.0024208457,0.0014359015,0.00013660575,0.00049510994,0.00009446771,0.014395577],"genre_scores_gemma":[0.010526591,0.92148256,0.057260785,0.0012158181,0.0007077582,0.0001484756,0.0006325828,0.000049585575,0.00797588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981975,0.00038337757,0.00025960497,0.0001889697,0.0009149475,0.000055552006],"domain_scores_gemma":[0.996104,0.0018708241,0.000225904,0.00013283176,0.0016077588,0.00005864941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030745352,0.00071617466,0.0010246016,0.0070352205,0.0004710464,0.0016954932,0.001609561,0.0009726765,0.0055014943],"category_scores_gemma":[0.0054358942,0.00038539417,0.00079922326,0.013754987,0.0006064976,0.0023180025,0.0006706007,0.0010153943,0.0016534856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047585574,0.00006408587,0.00027682653,0.018341668,0.00007950441,0.00013329272,0.00012521226,0.0014468464,0.0021230301,0.019395761,0.04861761,0.9093486],"study_design_scores_gemma":[0.000012640299,0.00008678719,0.0014689484,0.009003636,0.00019994899,0.00057376426,0.00017959294,0.0022298659,0.0031093294,0.011561505,0.97151834,0.000055577286],"about_ca_topic_score_codex":0.003476717,"about_ca_topic_score_gemma":0.00663188,"teacher_disagreement_score":0.0070352205,"about_ca_system_score_codex":0.0013332373,"about_ca_system_score_gemma":0.0033424972,"threshold_uncertainty_score":0.018404365},"labels":[],"label_agreement":null},{"id":"W4233542069","doi":"10.1007/978-3-319-30205-8_16","title":"Biohydrogen","year":2016,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Biohydrogen; Renewable energy; Context (archaeology); Raw material; Fossil fuel; Waste management; Environmental science; Hydrogen production; Engineering; Natural resource economics; Hydrogen; Chemistry; Economics; Geography","score_opus":0.008268014243849955,"score_gpt":0.18432290709599575,"score_spread":0.1760548928521458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233542069","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013192346,0.0130375065,0.010167482,0.001363242,0.0027769348,0.00006178589,0.0006690811,0.0004172507,0.97018754],"genre_scores_gemma":[0.008685982,0.009193879,0.0027370756,0.00064971147,0.00018918935,0.000053885444,0.00068780844,0.00016935599,0.9776332],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998149,0.000011267036,0.0000048273864,0.000045565055,0.00010112356,0.000022258517],"domain_scores_gemma":[0.9999628,0.0000058896744,0.0000024829383,0.0000076237384,0.000015301424,0.0000058663377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001547405,0.0010978804,0.0004189858,0.000927704,0.0007159997,0.0016661674,0.0008024448,0.000994485,0.1021311],"category_scores_gemma":[0.00023504414,0.00029684952,0.00029791158,0.0010223307,0.00056301354,0.001922728,0.0016086955,0.0017359921,0.058128737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093437004,0.000083430576,0.00011326438,0.00078443566,0.000011884135,0.00021908325,0.00023434436,0.0006761252,0.025740279,0.17237356,0.23126304,0.56840706],"study_design_scores_gemma":[0.0000026419973,0.000011075634,0.000045375808,0.000065545806,0.0000015394946,0.00008388675,0.00004355263,0.00009957439,0.0063148993,0.007709512,0.98561794,0.000004395992],"about_ca_topic_score_codex":0.0016101259,"about_ca_topic_score_gemma":0.0027044462,"teacher_disagreement_score":0.1021311,"about_ca_system_score_codex":0.00092849624,"about_ca_system_score_gemma":0.00069883355,"threshold_uncertainty_score":0.3416626},"labels":[],"label_agreement":null},{"id":"W4236336972","doi":"10.1007/978-3-319-91893-8_6","title":"System Optimization","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; System optimization; Systems engineering; Management science; Engineering; Mathematical optimization; Mathematics","score_opus":0.004465635790034072,"score_gpt":0.18824662611343915,"score_spread":0.18378099032340509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236336972","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005337949,0.0024239433,0.77553916,0.0017010033,0.00060565304,0.00012521024,0.00092221383,0.00092378893,0.21242101],"genre_scores_gemma":[0.38648492,0.0061257104,0.24186417,0.001408562,0.00077192445,0.0008041055,0.003440833,0.0016190053,0.35748073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99954754,0.00012810364,0.000016653596,0.00013173783,0.00012881553,0.00004705421],"domain_scores_gemma":[0.99969673,0.00014983711,0.000017721799,0.00006179013,0.00005658718,0.000017310103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056575186,0.00093866716,0.00097218546,0.00040603144,0.00046092278,0.0015617164,0.0008543004,0.00071451673,0.045161486],"category_scores_gemma":[0.0017063228,0.00033832277,0.00061576784,0.00077962346,0.00074250466,0.0013194726,0.0016604348,0.0013678044,0.0072960197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005881379,0.00005990616,0.0002465615,0.00040059755,0.00009156124,0.00005294016,0.00006402705,0.20796762,0.0014512909,0.549968,0.06284575,0.1767929],"study_design_scores_gemma":[0.00002195072,0.00005270713,0.00018131777,0.000060482813,0.000026271522,0.000060781644,0.000033922253,0.4596999,0.0010900106,0.47013375,0.0686237,0.000015136416],"about_ca_topic_score_codex":0.0011683205,"about_ca_topic_score_gemma":0.0012998565,"teacher_disagreement_score":0.045161486,"about_ca_system_score_codex":0.00081359525,"about_ca_system_score_gemma":0.00085353106,"threshold_uncertainty_score":0.15108019},"labels":[],"label_agreement":null},{"id":"W4237979782","doi":"10.1007/978-3-319-21726-0_1","title":"Introduction","year":2015,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Political science","score_opus":0.005808959864317091,"score_gpt":0.18055776326911918,"score_spread":0.1747488034048021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237979782","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027366975,0.0025993949,0.00584867,0.0018633453,0.003286727,0.000097022814,0.0011660723,0.00056763744,0.98429745],"genre_scores_gemma":[0.0011042637,0.001727434,0.001450378,0.0007684868,0.00049242965,0.000058922145,0.0009790761,0.00021575468,0.99320316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994062,0.000058988575,0.00002080631,0.00012729631,0.00032132777,0.00006535558],"domain_scores_gemma":[0.99945337,0.00008321298,0.00001951868,0.000087303975,0.0002707262,0.00008591669],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005665986,0.0009211571,0.0005102793,0.0016434009,0.0012529357,0.0036637888,0.0014381594,0.0015080896,0.4947458],"category_scores_gemma":[0.0020483737,0.00029893755,0.00045029007,0.0015102172,0.00066723785,0.0032663546,0.0023835644,0.0016889288,0.40028894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001847079,0.00003233203,0.00007686481,0.00017509863,0.0000021917072,0.00004508998,0.00015917631,0.0002269829,0.00046991627,0.07025966,0.7013508,0.22718346],"study_design_scores_gemma":[0.0000010125175,0.0000036002148,0.000040937863,0.00006202058,6.404983e-7,0.000022287308,0.000028785094,0.000024799327,0.00007298157,0.005270858,0.9944701,0.00000194958],"about_ca_topic_score_codex":0.002660061,"about_ca_topic_score_gemma":0.0045447634,"teacher_disagreement_score":0.5052542,"about_ca_system_score_codex":0.001403939,"about_ca_system_score_gemma":0.0019350401,"threshold_uncertainty_score":0.7206838},"labels":[],"label_agreement":null},{"id":"W4239667141","doi":"10.1007/978-3-030-27676-8","title":"Sustaining Resources for Tomorrow","year":2019,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science","score_opus":0.009246061772171708,"score_gpt":0.23767393707293927,"score_spread":0.22842787530076755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239667141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044767902,0.010010617,0.0015679032,0.01221492,0.0044771787,0.000018878662,0.00017759614,0.00012904225,0.9709562],"genre_scores_gemma":[0.005115174,0.005088567,0.0012279496,0.0031601507,0.00043797176,0.000028801267,0.00016259786,0.00014102856,0.9846377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981135,0.000028159555,0.0000052028076,0.00002453505,0.00008736723,0.000043427972],"domain_scores_gemma":[0.9998975,0.000016582546,0.0000052694477,0.00001736918,0.000036348614,0.000026941196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035397493,0.0007027301,0.00025492013,0.00066959584,0.0024242476,0.0043390538,0.0006510734,0.0015826938,0.07145519],"category_scores_gemma":[0.00065626245,0.00017129561,0.00021921557,0.0009525575,0.001451236,0.0037934212,0.002508807,0.0022241604,0.025744779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008944582,0.000009763115,0.000065076354,0.00005850047,0.000003105851,0.000039150906,0.0004939903,0.00008063793,0.00028241082,0.21564525,0.70327365,0.08003958],"study_design_scores_gemma":[4.22104e-7,0.0000012423316,0.000029290732,0.000038650865,4.8779793e-7,0.000014119512,0.0001320459,0.000013801421,0.00003963818,0.011701252,0.98802805,0.0000010495078],"about_ca_topic_score_codex":0.016241424,"about_ca_topic_score_gemma":0.059499826,"teacher_disagreement_score":0.07145519,"about_ca_system_score_codex":0.0034647996,"about_ca_system_score_gemma":0.003496467,"threshold_uncertainty_score":0.23904139},"labels":[],"label_agreement":null},{"id":"W4246189558","doi":"10.1007/978-3-030-47016-6","title":"Solar Buildings and Neighborhoods","year":2020,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Architectural engineering; Building envelope; Envelope (radar); Low-energy house; Solar energy; Engineering; Passive solar building design; Civil engineering; Construction engineering; Geography; Aerospace engineering; Meteorology; Electrical engineering","score_opus":0.0036925596395448648,"score_gpt":0.15634072757601275,"score_spread":0.15264816793646788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246189558","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005565134,0.019151,0.00039378103,0.0018204787,0.00083724014,0.000009222424,0.000062866195,0.000028586486,0.9771402],"genre_scores_gemma":[0.010197125,0.013295632,0.00047180528,0.0009223604,0.00038125712,0.000020875452,0.000096117976,0.000054805452,0.97456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998592,0.00003999602,0.0000037332989,0.000021977523,0.00005598627,0.000019103783],"domain_scores_gemma":[0.9999379,0.000010814466,0.000004223318,0.000010080066,0.000020188118,0.000016918937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013615728,0.0005780598,0.0003277836,0.00083698827,0.0017920953,0.003525006,0.00047183438,0.0011189794,0.062477507],"category_scores_gemma":[0.0003952932,0.00022233068,0.00016961619,0.0019394229,0.001232786,0.0025949108,0.0013989687,0.0012670176,0.018417342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011845784,0.000026637665,0.00020419533,0.00010745283,0.0000028478753,0.000047562917,0.0008024666,0.00031998445,0.0000857278,0.42823085,0.4480357,0.122124754],"study_design_scores_gemma":[9.68675e-7,0.0000037421278,0.00017993494,0.0000671438,8.7315584e-7,0.000025766341,0.00032722758,0.00004242601,0.000012838728,0.023170505,0.97616744,0.0000012152548],"about_ca_topic_score_codex":0.012694337,"about_ca_topic_score_gemma":0.054716147,"teacher_disagreement_score":0.062477507,"about_ca_system_score_codex":0.0016307147,"about_ca_system_score_gemma":0.0013161127,"threshold_uncertainty_score":0.20900804},"labels":[],"label_agreement":null},{"id":"W4248920850","doi":"10.1007/978-1-84996-175-2","title":"Small Wind Turbines","year":2011,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wind power; Environmental science; Marine engineering; Engineering; Electrical engineering","score_opus":0.014356364156171617,"score_gpt":0.17150215972898408,"score_spread":0.15714579557281247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248920850","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002598695,0.022995552,0.161713,0.0012492466,0.004744562,0.00020831982,0.000517948,0.0020694847,0.8039032],"genre_scores_gemma":[0.007165356,0.005935476,0.017536325,0.00029103615,0.00031606713,0.00006644888,0.00038478375,0.00026741,0.9680371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984455,0.000011211365,0.0000048235715,0.000029628774,0.00010182265,0.000007979916],"domain_scores_gemma":[0.9998872,0.00002691103,0.000006235619,0.000025738162,0.00004390259,0.000010069707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016646157,0.0010276899,0.00056749175,0.0006726137,0.0004937909,0.0007820332,0.00072930835,0.0007311887,0.05883112],"category_scores_gemma":[0.00031350975,0.00041812353,0.00033538515,0.0007779781,0.0003884614,0.00137905,0.0007190809,0.0010965483,0.035393998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042081585,0.000029695924,0.00008833159,0.0003374455,0.000008832901,0.00014855612,0.00007017033,0.0016506574,0.012027357,0.034377765,0.23721296,0.7140062],"study_design_scores_gemma":[0.000006285827,0.000036617188,0.00025899732,0.000065739434,0.000005853104,0.00028538186,0.000016279926,0.0014052493,0.0017635328,0.008545863,0.98760325,0.0000069841153],"about_ca_topic_score_codex":0.0004553734,"about_ca_topic_score_gemma":0.0024130163,"teacher_disagreement_score":0.05883112,"about_ca_system_score_codex":0.00026284158,"about_ca_system_score_gemma":0.0002914423,"threshold_uncertainty_score":0.19680971},"labels":[],"label_agreement":null},{"id":"W4249261230","doi":"10.1007/978-981-287-212-8_13","title":"Nanoaerosol","year":2014,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.0047976317699924016,"score_gpt":0.16525290094787276,"score_spread":0.16045526917788036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249261230","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01167628,0.034708735,0.0721621,0.0024430747,0.003800475,0.00028289488,0.002365651,0.0026721787,0.86988866],"genre_scores_gemma":[0.036660247,0.018766413,0.016895315,0.0015173061,0.0003269204,0.00016107161,0.002221984,0.00041950637,0.9230313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999785,0.000012863515,0.0000072060398,0.000052280044,0.00012276143,0.000019939956],"domain_scores_gemma":[0.9999646,0.0000057150805,0.000003161825,0.0000052967475,0.000016088801,0.000005066768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016276154,0.0007043137,0.0003438347,0.00062228745,0.00042878644,0.0009158446,0.00053742185,0.00059303147,0.022340816],"category_scores_gemma":[0.00013519282,0.00022904197,0.00027178018,0.0003914674,0.00033367268,0.00091156346,0.00087161316,0.0012705922,0.018695045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008726511,0.0001535928,0.00019477568,0.0010870022,0.000024365194,0.0003292515,0.0002712886,0.000697185,0.28256658,0.08926058,0.12753277,0.49779528],"study_design_scores_gemma":[0.000004047174,0.00002878372,0.00013575522,0.000052516345,0.000006786855,0.00016149106,0.00003823609,0.00024572463,0.057092503,0.003533476,0.93869066,0.000010045791],"about_ca_topic_score_codex":0.0011125824,"about_ca_topic_score_gemma":0.0020838184,"teacher_disagreement_score":0.022340816,"about_ca_system_score_codex":0.0005508098,"about_ca_system_score_gemma":0.00057830557,"threshold_uncertainty_score":0.07473743},"labels":[],"label_agreement":null},{"id":"W4253589847","doi":"10.1007/978-3-319-33658-9_4","title":"Double Effect Absorption Refrigeration System","year":2016,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Refrigeration; Absorption refrigerator; Absorption (acoustics); Materials science; Computer science; Thermodynamics; Physics; Composite material","score_opus":0.0036103134485042177,"score_gpt":0.1646799861412863,"score_spread":0.16106967269278208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253589847","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109803654,0.028536536,0.24872077,0.0017146867,0.0032691355,0.00047980578,0.0013259043,0.0061921417,0.5999573],"genre_scores_gemma":[0.49381247,0.008195662,0.034444228,0.0007902618,0.00065227854,0.00025269922,0.0010389162,0.00040029618,0.4604132],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997862,0.000014541661,0.000008306856,0.000062776104,0.0000984451,0.000029650646],"domain_scores_gemma":[0.9999491,0.000010441959,0.0000036635292,0.000011229113,0.000020840953,0.000004657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237043,0.00042400375,0.0005554619,0.00046937898,0.0005135914,0.0005572718,0.00079385354,0.0003794171,0.015256943],"category_scores_gemma":[0.00013854798,0.00022560211,0.00025401515,0.00036206623,0.00029463417,0.001307231,0.00090166583,0.0007930335,0.0039836923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076232036,0.0001924708,0.0005589859,0.0020536564,0.000044028213,0.00030760764,0.00031325224,0.0027517518,0.30422953,0.05482544,0.055001196,0.57895976],"study_design_scores_gemma":[0.00008368614,0.00046369495,0.0018645936,0.00011895935,0.000064516666,0.0013940925,0.00010700549,0.015605174,0.26617703,0.005532011,0.70852166,0.00006762494],"about_ca_topic_score_codex":0.00028768257,"about_ca_topic_score_gemma":0.00038900078,"teacher_disagreement_score":0.015256943,"about_ca_system_score_codex":0.00030112464,"about_ca_system_score_gemma":0.00027035875,"threshold_uncertainty_score":0.051039577},"labels":[],"label_agreement":null},{"id":"W4256552745","doi":"10.1007/978-981-287-212-8_8","title":"Pre-combustion Air Emission Control","year":2014,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Combustion; Air quality index; Environmental science; Control (management); Computer science; Meteorology; Chemistry; Physics","score_opus":0.004269264972373801,"score_gpt":0.17159226991532897,"score_spread":0.16732300494295516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256552745","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022791589,0.020893896,0.6452485,0.0003975042,0.0013059216,0.00013936819,0.00022606183,0.00237624,0.30662087],"genre_scores_gemma":[0.45972714,0.01414717,0.0647562,0.00032025724,0.0006730746,0.00014396966,0.00042179704,0.00051345665,0.4592969],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976665,0.000009746004,0.000005530106,0.00005222024,0.00013909655,0.000026816251],"domain_scores_gemma":[0.99993324,0.000016160464,0.0000048729153,0.000012808825,0.000029522664,0.0000033020974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237935,0.000918741,0.0004696294,0.00039429098,0.00037988872,0.0007985853,0.0009979707,0.000374579,0.0068261917],"category_scores_gemma":[0.00015253472,0.00020792552,0.00027043273,0.00032270775,0.00050056103,0.00077757606,0.0005354706,0.0008672832,0.0020877945],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013774063,0.00015745527,0.0001662444,0.00056576886,0.000021280865,0.000064181186,0.00010865579,0.020870812,0.23995925,0.065120906,0.009939188,0.6628885],"study_design_scores_gemma":[0.00001924028,0.000220885,0.0016052878,0.00016383477,0.000035082576,0.0001920491,0.000071874194,0.115419306,0.553672,0.037268795,0.29127294,0.00005866139],"about_ca_topic_score_codex":0.0012377842,"about_ca_topic_score_gemma":0.0017125199,"teacher_disagreement_score":0.0068261917,"about_ca_system_score_codex":0.00049049116,"about_ca_system_score_gemma":0.00032573877,"threshold_uncertainty_score":0.02283591},"labels":[],"label_agreement":null},{"id":"W4256578237","doi":"10.1007/978-981-287-212-8_15","title":"Air Monitoring","year":2014,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Air pollution; Environmental science; Engineering","score_opus":0.013755122999674609,"score_gpt":0.20402039768881514,"score_spread":0.19026527468914053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256578237","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016313781,0.0077016987,0.046735242,0.0017740906,0.0026248018,0.00016552625,0.0015704917,0.0023796032,0.93541706],"genre_scores_gemma":[0.012031134,0.0057878466,0.013303601,0.0010615464,0.00070871954,0.00007642274,0.0015538933,0.00038061675,0.96509624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999027,0.00007137789,0.00002112425,0.00023143293,0.00058220397,0.00006680427],"domain_scores_gemma":[0.999689,0.000051776686,0.000015726495,0.000059572663,0.00016209861,0.000021900807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005608356,0.0011726208,0.0005037085,0.001732779,0.00092060346,0.001949869,0.0014449711,0.0015723146,0.07749164],"category_scores_gemma":[0.00076138094,0.00039189775,0.0005223886,0.0013046925,0.0005165627,0.0019257987,0.0017636048,0.0014148369,0.055261593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052735857,0.00006336667,0.00049321057,0.00028867985,0.000011058728,0.00009606125,0.00013322395,0.0010094836,0.0070160716,0.02518959,0.30436906,0.6612775],"study_design_scores_gemma":[0.0000027135777,0.000016401327,0.00046618277,0.00008370816,0.000005804882,0.00012473491,0.000041527044,0.0006993966,0.003279449,0.003494711,0.9917762,0.000009245793],"about_ca_topic_score_codex":0.003941998,"about_ca_topic_score_gemma":0.0056498353,"teacher_disagreement_score":0.07749164,"about_ca_system_score_codex":0.0007173629,"about_ca_system_score_gemma":0.0009789118,"threshold_uncertainty_score":0.25923538},"labels":[],"label_agreement":null},{"id":"W4320488959","doi":"10.1007/978-3-031-21444-8_2","title":"Facilitated Transport Membranes (FTMs) Gas Transport Models and Reaction Mechanism","year":2023,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Facilitated diffusion; Membrane; Mechanism (biology); Chemistry; Membrane transport; Transport phenomena; Diffusion; Chemical physics; Biochemical engineering; Nanotechnology; Materials science; Physics; Engineering; Thermodynamics","score_opus":0.01668657918698108,"score_gpt":0.18893540128352448,"score_spread":0.1722488220965434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320488959","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014279017,0.09298899,0.5206972,0.0047433437,0.002628731,0.0001457636,0.0012699626,0.0018040242,0.36144295],"genre_scores_gemma":[0.19431596,0.081675105,0.11454687,0.0010318799,0.0008466608,0.00035958746,0.0014040319,0.0004924495,0.6053275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998356,0.000024658138,0.000005794254,0.000040476636,0.000078275116,0.000015115799],"domain_scores_gemma":[0.99991953,0.00003634702,0.000006497003,0.0000144977075,0.000019731553,0.0000032792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021899809,0.0011196,0.00072459027,0.00064483995,0.0005080095,0.0015689707,0.001294545,0.001582482,0.0077277934],"category_scores_gemma":[0.00040963228,0.00049345725,0.0007612087,0.0015738964,0.0009557829,0.0037346268,0.0007839668,0.0015491106,0.004268072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022241617,0.000025119643,0.000026604399,0.00037864552,0.000009442731,0.00008386201,0.00007587957,0.014351362,0.009121219,0.90145516,0.019518917,0.05493159],"study_design_scores_gemma":[0.000007317324,0.000040407038,0.00008549619,0.00012106856,0.000013830425,0.0002737893,0.0000536138,0.05344636,0.01660816,0.57188094,0.35744107,0.000027999282],"about_ca_topic_score_codex":0.0018242578,"about_ca_topic_score_gemma":0.0011667751,"teacher_disagreement_score":0.0077277934,"about_ca_system_score_codex":0.0015530363,"about_ca_system_score_gemma":0.0006889182,"threshold_uncertainty_score":0.025852084},"labels":[],"label_agreement":null},{"id":"W4320489173","doi":"10.1007/978-3-031-21444-8","title":"Facilitated Transport Membranes (FTMs) for CO2 Capture: Overview and Future Trends","year":2023,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Sindh; National University of Sciences and Technology; Universiti Teknologi Petronas; University of Engineering and Technology, Lahore; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Membrane; Chemistry; Biochemistry","score_opus":0.012957275266404502,"score_gpt":0.2135836763800803,"score_spread":0.2006264011136758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320489173","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002074513,0.9408389,0.0105326045,0.001732628,0.0013242929,0.000040918338,0.000319838,0.0002451107,0.042891145],"genre_scores_gemma":[0.006049401,0.9086842,0.013825485,0.00067506643,0.00060676323,0.000060250404,0.0005940448,0.00008516277,0.06941969],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997508,0.000020873436,0.000010678039,0.000037444013,0.00015393931,0.00002614552],"domain_scores_gemma":[0.9998542,0.000058553025,0.000017755605,0.00000845387,0.0000475132,0.000013479852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005659477,0.00095398835,0.0007637223,0.0015617767,0.00021580966,0.0019323464,0.0010787597,0.0011402159,0.009100508],"category_scores_gemma":[0.00036752562,0.00043839356,0.0006206932,0.0031098523,0.00039530825,0.0037012238,0.0009487009,0.0015188544,0.0071001556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008137667,0.00010193264,0.000071877694,0.005535986,0.00003163839,0.00012747888,0.000051698,0.001240855,0.03013527,0.030498423,0.06509779,0.8670256],"study_design_scores_gemma":[0.0000062017893,0.00008801907,0.00014497312,0.0003896137,0.000012384212,0.00026162365,0.00002365263,0.00060576806,0.0056618596,0.005523627,0.9872667,0.00001542562],"about_ca_topic_score_codex":0.0012225547,"about_ca_topic_score_gemma":0.003429889,"teacher_disagreement_score":0.009100508,"about_ca_system_score_codex":0.0010084987,"about_ca_system_score_gemma":0.00082530035,"threshold_uncertainty_score":0.030444205},"labels":[],"label_agreement":null},{"id":"W435636764","doi":"10.1007/978-3-642-32735-3","title":"Pretreatment Techniques for Biofuels and Biorefineries","year":2013,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":159,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Forest Service; Connaught Fund; Universidad de Zaragoza; Universidad de Granada; Universiti Sains Malaysia; Chinese Academy of Sciences; U.S. Department of Agriculture; Washington State University; Lembaga Ilmu Pengetahuan Indonesia; Universidade de São Paulo","keywords":"Biofuel; Biochemical engineering; Environmental science; Engineering; Waste management","score_opus":0.006190335403866209,"score_gpt":0.17726518867539018,"score_spread":0.17107485327152397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W435636764","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033829485,0.61270356,0.14201397,0.0018605439,0.005631343,0.00021917369,0.0009530482,0.0013509861,0.23188451],"genre_scores_gemma":[0.010277401,0.36682022,0.06918825,0.0009426648,0.0011797568,0.00019824335,0.0011601556,0.000625168,0.5496081],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999744,0.000009840202,0.000010958566,0.000039635983,0.00018198017,0.0000135582195],"domain_scores_gemma":[0.99991775,0.000030478956,0.000008883986,0.000013824553,0.000025071233,0.0000040094465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018764671,0.0016699965,0.0010420007,0.0013822912,0.00051023165,0.0009867182,0.0010266673,0.00077371113,0.015901169],"category_scores_gemma":[0.00022972083,0.0007571999,0.0006338711,0.0028658556,0.0005912159,0.002569157,0.0006901155,0.002364641,0.014845185],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053730615,0.00007593551,0.00005131169,0.0019790384,0.000022540582,0.00017356816,0.00009626082,0.001333196,0.081106775,0.016989175,0.09208761,0.8060309],"study_design_scores_gemma":[0.0000058990618,0.000037399095,0.00024020887,0.0001798162,0.000015502861,0.0006149071,0.000024369012,0.0006119144,0.03137401,0.008878406,0.95799977,0.00001789877],"about_ca_topic_score_codex":0.0013119939,"about_ca_topic_score_gemma":0.0031500238,"teacher_disagreement_score":0.015901169,"about_ca_system_score_codex":0.0006649592,"about_ca_system_score_gemma":0.0006194338,"threshold_uncertainty_score":0.05319476},"labels":[],"label_agreement":null},{"id":"W4383562820","doi":"10.1007/978-3-031-33610-2","title":"Advancement of Science and Technology","year":2023,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Engineering; Engineering physics; Engineering ethics; Computer science","score_opus":0.00978744130511042,"score_gpt":0.20963522038941765,"score_spread":0.19984777908430723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383562820","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002554366,0.015004119,0.002051348,0.0018701218,0.0075049647,0.00011389695,0.00056829693,0.00023589602,0.97239596],"genre_scores_gemma":[0.00154372,0.016283078,0.0015333985,0.0009851999,0.00063397386,0.0001525674,0.0005986745,0.00008189999,0.97818744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992642,0.000044711076,0.000024113882,0.00012842042,0.00045265415,0.00008599132],"domain_scores_gemma":[0.99956995,0.00006152693,0.000025166462,0.00010635891,0.00014831293,0.00008864772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084627897,0.0018117997,0.0015734244,0.0016790847,0.0013234157,0.004108284,0.001299852,0.0018740667,0.19998412],"category_scores_gemma":[0.0013127901,0.00052014255,0.00070100935,0.0030531918,0.0012710855,0.0028084232,0.0031337005,0.0042827246,0.30493152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033014414,0.000051603816,0.00010990131,0.0006271751,0.0000139371705,0.00006896732,0.00007984556,0.00017643547,0.0018984328,0.06986516,0.5979359,0.3291396],"study_design_scores_gemma":[0.0000029421476,0.000010216443,0.00011075476,0.0001124622,0.0000023669966,0.000027936876,0.000010367586,0.000053928885,0.00009640074,0.0029848071,0.99658537,0.0000024847106],"about_ca_topic_score_codex":0.00248467,"about_ca_topic_score_gemma":0.0057793665,"teacher_disagreement_score":0.19998412,"about_ca_system_score_codex":0.0015964843,"about_ca_system_score_gemma":0.003557482,"threshold_uncertainty_score":0.6690135},"labels":[],"label_agreement":null},{"id":"W4385466350","doi":"10.1007/978-3-031-35233-1_6","title":"The Blockchain-Based Competitive Market for Peer-to-Peer Energy Token Trading Using Demurrage Mechanism","year":2023,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Blockchain; Peer-to-peer; Security token; Business; Energy market; Industrial organization; Computer science; Commerce; Computer security; Distributed computing; Renewable energy; Engineering; Electrical engineering","score_opus":0.013818422818426504,"score_gpt":0.19879195108862574,"score_spread":0.18497352827019925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385466350","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044002615,0.0028814361,0.7404105,0.003147728,0.0010982708,0.0005459035,0.0006795661,0.001216416,0.20601761],"genre_scores_gemma":[0.7928702,0.002027357,0.08893558,0.00034851732,0.000258984,0.00036193716,0.00046967284,0.0002321017,0.11449565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906045,0.0002489661,0.000036746504,0.0001437854,0.00035101216,0.00015905638],"domain_scores_gemma":[0.999084,0.0004240558,0.000052859064,0.00019543192,0.00016398674,0.00007962998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010565973,0.0004204882,0.0008777827,0.00058860483,0.0014219838,0.0026051186,0.0019420183,0.0018159766,0.019068662],"category_scores_gemma":[0.002574523,0.00033885197,0.00057418854,0.0014287322,0.0014209902,0.0054340283,0.0018522119,0.0017620937,0.0029009238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032109913,0.0001232291,0.00019191412,0.00023352748,0.00003482871,0.000264329,0.00014416329,0.04444914,0.0049086716,0.85063744,0.015824633,0.08286705],"study_design_scores_gemma":[0.00008351227,0.00013009603,0.00015985871,0.00004796017,0.000020079027,0.0003012051,0.00007168734,0.38376504,0.0039662635,0.56841314,0.042989492,0.000051664345],"about_ca_topic_score_codex":0.001946694,"about_ca_topic_score_gemma":0.002214977,"teacher_disagreement_score":0.019068662,"about_ca_system_score_codex":0.0014832309,"about_ca_system_score_gemma":0.001991282,"threshold_uncertainty_score":0.06379104},"labels":[],"label_agreement":null},{"id":"W4385466425","doi":"10.1007/978-3-031-35233-1_8","title":"Robust Optimization-Based Decentralized Peer-to-Peer Energy Trading for Prosumers","year":2023,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Peer-to-peer; Economic shortage; Upstream (networking); Business; Microgrid; Energy market; Environmental economics; Computer science; Distributed computing; Economics; Engineering; Renewable energy; Computer network; Control (management); Artificial intelligence","score_opus":0.018863236118735204,"score_gpt":0.19337089375882097,"score_spread":0.17450765764008577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385466425","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020764282,0.00091953564,0.9628031,0.00029714935,0.00014693275,0.00006090144,0.000053891352,0.0005892076,0.014364876],"genre_scores_gemma":[0.92705476,0.0004017739,0.06225019,0.000111234236,0.0000950481,0.00009405945,0.0000665058,0.00012813244,0.009798187],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957365,0.00012277364,0.00001698344,0.00010516339,0.00012303433,0.000058296537],"domain_scores_gemma":[0.99960166,0.0002477059,0.000030603165,0.0000382168,0.00006595517,0.000015863741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063463516,0.00097654294,0.0016920979,0.00020587645,0.0005167713,0.0011700422,0.001627701,0.0011045813,0.004330782],"category_scores_gemma":[0.0014397606,0.0005862237,0.000514438,0.00042339065,0.0006628822,0.0011547672,0.0010876484,0.0012796054,0.0006852689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011920318,0.00006260085,0.0000659204,0.000075088,0.000039064333,0.00007190219,0.000028779821,0.9387345,0.0031482787,0.011422875,0.0020285877,0.044203263],"study_design_scores_gemma":[0.0000054077173,0.000020616022,0.000022659207,0.0000020870727,0.0000035220817,0.00001372319,0.0000040069403,0.9947023,0.00035296174,0.004621182,0.00024826714,0.0000032716455],"about_ca_topic_score_codex":0.0018991043,"about_ca_topic_score_gemma":0.0023364737,"teacher_disagreement_score":0.004330782,"about_ca_system_score_codex":0.00057919504,"about_ca_system_score_gemma":0.00056364795,"threshold_uncertainty_score":0.014487922},"labels":[],"label_agreement":null},{"id":"W4385466581","doi":"10.1007/978-3-031-35233-1_5","title":"Fully Decentralized and Competitive Hybrid Retail and Local Electricity Market Using Peer-to-Peer Energy Trading","year":2023,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Clearance; Peer-to-peer; Business; Smart grid; Electricity; Industrial organization; Electricity market; Profit (economics); Prosumer; Dual (grammatical number); Energy market; Upstream (networking); Commerce; Microeconomics; Renewable energy; Economics; Computer science; Telecommunications; Engineering; Distributed computing","score_opus":0.011817942215350583,"score_gpt":0.1884782016812372,"score_spread":0.1766602594658866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385466581","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15285158,0.0008907765,0.71946746,0.0007590984,0.00032078938,0.00018424018,0.00026716237,0.001331598,0.12392727],"genre_scores_gemma":[0.9445605,0.00023079831,0.030909533,0.00008463069,0.00008633832,0.00006322396,0.00009100778,0.00010729761,0.02386654],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995709,0.00011293485,0.000012099865,0.0000962116,0.0001348505,0.00007294515],"domain_scores_gemma":[0.99966,0.00016190033,0.000018850345,0.00007146768,0.000058745674,0.00002908388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043746555,0.00038523087,0.0009331164,0.00017232262,0.0005465536,0.0016945718,0.0015820798,0.0010471691,0.009669504],"category_scores_gemma":[0.0009830508,0.000380484,0.00047851022,0.0004445939,0.0008016771,0.0027252394,0.0012223625,0.0008669495,0.0014059345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069459446,0.00037554916,0.00057520455,0.00020766989,0.00011404576,0.0007172743,0.00014369695,0.6094246,0.014522732,0.24365963,0.016141312,0.11342368],"study_design_scores_gemma":[0.000035002162,0.00006128939,0.00013484932,0.0000039288793,0.000009765174,0.000115001814,0.000026484946,0.9483739,0.00092712505,0.0476041,0.0026960904,0.000012423559],"about_ca_topic_score_codex":0.0012001495,"about_ca_topic_score_gemma":0.001712322,"teacher_disagreement_score":0.009669504,"about_ca_system_score_codex":0.0006091325,"about_ca_system_score_gemma":0.00074293005,"threshold_uncertainty_score":0.03234774},"labels":[],"label_agreement":null},{"id":"W4389609921","doi":"10.1007/978-3-031-41173-1","title":"Advancement of Science and Technology in Sustainable Manufacturing and Process Engineering","year":2023,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Manufacturing engineering; Process (computing); Engineering; Computer science","score_opus":0.0036833757987379417,"score_gpt":0.1839216490971672,"score_spread":0.18023827329842926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389609921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007398727,0.13253728,0.007499918,0.004123266,0.007069853,0.000047745856,0.000101630874,0.00009001266,0.8477904],"genre_scores_gemma":[0.006294372,0.09598174,0.004234885,0.0011389258,0.0025045963,0.000064777814,0.00014332401,0.00009826298,0.88953906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995129,0.0000604223,0.000018312032,0.000034212815,0.00034434206,0.000029804796],"domain_scores_gemma":[0.9996332,0.0001778792,0.000025079114,0.0000320553,0.00009091178,0.000040855874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004883645,0.0011873444,0.00092249736,0.0018413767,0.00091255887,0.003725386,0.000710671,0.0013237101,0.028636375],"category_scores_gemma":[0.00080472487,0.00035535288,0.00033278664,0.003838259,0.0013896576,0.004918798,0.001850513,0.0030127657,0.015103877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017168197,0.00007568724,0.00008832194,0.00048696971,0.0000077827335,0.00008414223,0.00023994179,0.0007496183,0.0011437696,0.3875073,0.29118225,0.31841722],"study_design_scores_gemma":[0.000002138343,0.000013437979,0.0001800839,0.0002323464,0.0000028474515,0.000074017655,0.000045891033,0.00051906693,0.00020416555,0.04673364,0.9519878,0.0000046037985],"about_ca_topic_score_codex":0.001892507,"about_ca_topic_score_gemma":0.005540209,"teacher_disagreement_score":0.028636375,"about_ca_system_score_codex":0.0015058683,"about_ca_system_score_gemma":0.0022830453,"threshold_uncertainty_score":0.095798194},"labels":[],"label_agreement":null},{"id":"W4391581379","doi":"10.1007/978-3-031-47215-2_10","title":"Circular Economy Based Model for End-of-Life Tire Management in Emerging Economies","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Circular economy; Business; Emerging markets; Economy; Economics; Industrial organization; Market economy; Finance; Ecology","score_opus":0.013460600432866085,"score_gpt":0.21281427516769533,"score_spread":0.19935367473482923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391581379","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085343406,0.0026514565,0.66168225,0.0061962875,0.0005007819,0.00019234877,0.0018223161,0.0003265248,0.24128471],"genre_scores_gemma":[0.7925106,0.0023821592,0.03799572,0.0004271204,0.00013199549,0.00039781333,0.0006093929,0.00017667984,0.16536853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996507,0.00012758296,0.000012153905,0.000077414705,0.0000549174,0.00007721445],"domain_scores_gemma":[0.9994649,0.0002909872,0.000051544586,0.000034782675,0.000107570544,0.000050080653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006690768,0.0006095344,0.0011209191,0.0007155955,0.0011035142,0.0025736073,0.002572693,0.003645507,0.015887989],"category_scores_gemma":[0.0016724541,0.0006064409,0.0012305698,0.0010322492,0.0014189355,0.0027426383,0.0015822644,0.0018288541,0.0013605477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034634904,0.000051477764,0.00043235498,0.00007224815,0.000020419575,0.00016309143,0.00010208327,0.6409617,0.00032096409,0.34870455,0.004058065,0.005078396],"study_design_scores_gemma":[0.000008214754,0.000020380185,0.00016756667,0.000014525098,0.000011404512,0.00003246632,0.00007814871,0.922487,0.00007548025,0.07350556,0.0035859689,0.000013333862],"about_ca_topic_score_codex":0.024124091,"about_ca_topic_score_gemma":0.014152872,"teacher_disagreement_score":0.024124091,"about_ca_system_score_codex":0.0036015061,"about_ca_system_score_gemma":0.0019876768,"threshold_uncertainty_score":0.053150594},"labels":[],"label_agreement":null},{"id":"W4391581382","doi":"10.1007/978-3-031-47215-2_3","title":"A Nano-Based Approach Toward the Sustainable Recovery of Nutrients from the Food Industry Generated Wastewater","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Nano-; Food industry; Nutrient; Wastewater; Business; Environmental science; Environmental engineering; Food science; Engineering; Chemistry; Biology; Ecology; Chemical engineering","score_opus":0.009525988247624156,"score_gpt":0.16994369284732735,"score_spread":0.1604177045997032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391581382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024674855,0.17304382,0.2813883,0.009501816,0.005690489,0.00020111275,0.0003862109,0.00080196233,0.5043115],"genre_scores_gemma":[0.13066334,0.15914863,0.12420149,0.0051689907,0.0010697347,0.00039087585,0.00037562623,0.0003471849,0.5786341],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988234,0.000011374574,0.0000036880535,0.000023787816,0.0000710066,0.000007730216],"domain_scores_gemma":[0.9999715,0.00001335345,0.0000018724248,0.0000027879632,0.00000802339,0.000002400827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012341846,0.00040564802,0.00035094793,0.0004077795,0.00035845066,0.0014886304,0.0006989154,0.0010068407,0.0044791303],"category_scores_gemma":[0.00008881196,0.00025889647,0.00037446633,0.0004481498,0.0008049476,0.0013955694,0.0008565419,0.0015525896,0.002163524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005624358,0.000222364,0.00010828473,0.0015500579,0.00003579314,0.00030525916,0.00025740502,0.0038800428,0.37549117,0.3260177,0.03105705,0.26101854],"study_design_scores_gemma":[0.000012371713,0.00014657463,0.00017343006,0.00018610872,0.00001973731,0.00047365256,0.00012044167,0.0063439747,0.12657039,0.070024714,0.79590553,0.00002309758],"about_ca_topic_score_codex":0.0005236337,"about_ca_topic_score_gemma":0.001312132,"teacher_disagreement_score":0.0044791303,"about_ca_system_score_codex":0.0006150344,"about_ca_system_score_gemma":0.00055834313,"threshold_uncertainty_score":0.01498419},"labels":[],"label_agreement":null},{"id":"W4391581474","doi":"10.1007/978-3-031-47215-2_20","title":"Role of Nanoparticles in the Suppression of Diseases in Fruits and Vegetables to Improve Agricultural and Environmental Sustainability: A Bibliometric Analysis","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Agriculture; Sustainability; Food security; Population; Biotechnology; Food safety; Food supply; Business; Toxicology; Agricultural science; Geography; Environmental health; Environmental science; Medicine; Food science; Biology","score_opus":0.0038265509936248002,"score_gpt":0.17858604045729956,"score_spread":0.17475948946367476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391581474","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12067139,0.7934915,0.0021346929,0.002592993,0.0003608392,0.00020558332,0.048176054,0.00019255222,0.032174464],"genre_scores_gemma":[0.45179713,0.511184,0.0072132703,0.0005080978,0.0004685095,0.00029015107,0.021612326,0.00011856444,0.0068079536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958658,0.0008111203,0.00089808786,0.00037766853,0.0018980274,0.00014930592],"domain_scores_gemma":[0.97576743,0.016909309,0.0029570917,0.00048129936,0.0036296304,0.0002551742],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004259865,0.0005186603,0.0016496693,0.061452404,0.0006055664,0.0033673407,0.00055399735,0.00046796416,0.0056902245],"category_scores_gemma":[0.020574749,0.00020795666,0.0021053706,0.12699911,0.00058960094,0.0019877166,0.0012715867,0.0005192205,0.0007444903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005143846,0.00011837923,0.10232239,0.08165799,0.0072806794,0.00021750732,0.0015170231,0.002041731,0.0028484196,0.0074850805,0.027249308,0.7667472],"study_design_scores_gemma":[0.00008594267,0.0004278275,0.5880456,0.033929203,0.024619587,0.0012996432,0.0041251658,0.0036487218,0.00433069,0.008524589,0.33076146,0.00020160648],"about_ca_topic_score_codex":0.008425848,"about_ca_topic_score_gemma":0.015969811,"teacher_disagreement_score":0.9385476,"about_ca_system_score_codex":0.0017704791,"about_ca_system_score_gemma":0.0025825286,"threshold_uncertainty_score":0.022528589},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4391581784","doi":"10.1007/978-3-031-47215-2","title":"Sustainable Engineering","year":2024,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Geology","score_opus":0.0025889717159528025,"score_gpt":0.16070339532650568,"score_spread":0.1581144236105529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391581784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019469198,0.0026112278,0.0030011483,0.00097008,0.00065013475,0.000021814232,0.0001407013,0.00017299046,0.99223727],"genre_scores_gemma":[0.0013770201,0.0012460621,0.00072340004,0.00024611317,0.0000736485,0.000018405193,0.000087041975,0.00006787239,0.9961604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962926,0.00003406221,0.000008306185,0.00004888856,0.0002480508,0.000031285665],"domain_scores_gemma":[0.9998697,0.000022934948,0.000005762132,0.000030764844,0.000055842884,0.000014910541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030310254,0.0011115554,0.0004982074,0.0014547858,0.0012973339,0.0026961635,0.00066326454,0.0012597236,0.16455291],"category_scores_gemma":[0.00056258333,0.000406771,0.00034173016,0.0011372236,0.00090657134,0.0020507642,0.0018130247,0.001956597,0.11857009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012315835,0.000030068935,0.00009154766,0.00012633516,0.000004019018,0.00006516592,0.00016639892,0.0004887356,0.0010823599,0.17411613,0.58163834,0.24217854],"study_design_scores_gemma":[9.563771e-7,0.0000035181552,0.00005983936,0.000038063714,7.13266e-7,0.000036559955,0.000026461841,0.00012772305,0.00018499284,0.015680296,0.98383904,0.0000017919401],"about_ca_topic_score_codex":0.0032643278,"about_ca_topic_score_gemma":0.012307067,"teacher_disagreement_score":0.16455291,"about_ca_system_score_codex":0.0015223882,"about_ca_system_score_gemma":0.0011197713,"threshold_uncertainty_score":0.5504843},"labels":[],"label_agreement":null},{"id":"W4399047508","doi":"10.1007/978-3-031-46590-1_8","title":"A Review on CO2 Monitoring Satellites","year":2024,"lang":"en","type":"review","venue":"Green energy and technology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Remote sensing; Computer science; Environmental science; Geology","score_opus":0.015156598777387387,"score_gpt":0.25390024307703996,"score_spread":0.23874364429965256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047508","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007518034,0.9975521,0.00014602985,0.0003093245,0.0005767194,0.0000063242146,0.00006559347,0.00000875895,0.0012599821],"genre_scores_gemma":[0.00045904992,0.9976941,0.00020355749,0.0003680007,0.0004507508,0.000007517258,0.00007595123,0.0000032262883,0.00073788036],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997074,0.000052241696,0.000041092706,0.000056149398,0.00011654225,0.000026547263],"domain_scores_gemma":[0.9990496,0.0005327146,0.00014959967,0.00002678105,0.00019546022,0.000045906138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007704433,0.0013358365,0.0013677451,0.0038674744,0.00020804351,0.001016428,0.000682658,0.00100926,0.006283128],"category_scores_gemma":[0.0017939388,0.00037572056,0.0007940124,0.0042271996,0.00043894013,0.0018628184,0.00094514753,0.0012661308,0.0016880906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057881934,0.00002766811,0.0001678307,0.02698004,0.000107102824,0.000095461764,0.000032576972,0.00048331436,0.0013222975,0.0020475634,0.059641436,0.9090369],"study_design_scores_gemma":[0.000011707659,0.000049228227,0.00062661653,0.005835998,0.00016120607,0.00021237397,0.000031541505,0.00008022898,0.00030526952,0.0009796768,0.9916922,0.000013950298],"about_ca_topic_score_codex":0.0031426314,"about_ca_topic_score_gemma":0.006186223,"teacher_disagreement_score":0.006283128,"about_ca_system_score_codex":0.0008835967,"about_ca_system_score_gemma":0.0025302954,"threshold_uncertainty_score":0.02101916},"labels":[],"label_agreement":null},{"id":"W4399047526","doi":"10.1007/978-3-031-46590-1_7","title":"Renewable Energy Integration for Energy-Intensive Industry to Reduce the Emission","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Renewable energy; Energy (signal processing); Natural resource economics; Business; Environmental science; Environmental economics; Economics; Engineering; Electrical engineering; Physics","score_opus":0.015960352572254605,"score_gpt":0.23182920620491448,"score_spread":0.21586885363265987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021001548,0.05396931,0.033086427,0.001763927,0.002901127,0.00005890454,0.00017012001,0.0003375135,0.9056125],"genre_scores_gemma":[0.0233837,0.04649306,0.016034542,0.0009043266,0.00049175334,0.000063693595,0.00027838213,0.00029848842,0.9120521],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999068,0.00000767506,0.0000020906346,0.00001439774,0.000061470055,0.000007543312],"domain_scores_gemma":[0.9999747,0.000007438238,0.0000018927452,0.0000036324234,0.000010061785,0.0000022558252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010974736,0.0006710524,0.0003253257,0.00072256225,0.0004996877,0.0013153689,0.0005087689,0.0008555056,0.025363777],"category_scores_gemma":[0.00009911425,0.00021261147,0.00042850306,0.001163924,0.00030960588,0.0014109537,0.0006446062,0.0014094602,0.008385134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002430815,0.00010386806,0.00010903409,0.00072713173,0.000021915102,0.00013912476,0.00020645147,0.002360884,0.011786106,0.3387504,0.1833157,0.46245503],"study_design_scores_gemma":[0.0000029251921,0.000015697968,0.00023255151,0.00025317,0.0000089431605,0.0001805918,0.000066182685,0.0013593519,0.0033233312,0.039130323,0.9554187,0.0000082161505],"about_ca_topic_score_codex":0.00102238,"about_ca_topic_score_gemma":0.0039403113,"teacher_disagreement_score":0.025363777,"about_ca_system_score_codex":0.00061545195,"about_ca_system_score_gemma":0.00045502087,"threshold_uncertainty_score":0.08485025},"labels":[],"label_agreement":null},{"id":"W4399047782","doi":"10.1007/978-3-031-46590-1_5","title":"Machine Learning Models for Absorption-Based Post-combustion Carbon Capture","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"","keywords":"Combustion; Absorption (acoustics); Carbon fibers; Computer science; Materials science; Artificial intelligence; Environmental science; Chemistry; Composite material; Physical chemistry","score_opus":0.008722261330479568,"score_gpt":0.17618659610436338,"score_spread":0.1674643347738838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047782","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018561987,0.005055079,0.9614057,0.000838016,0.0002656777,0.00004022718,0.00030461408,0.0007914089,0.012737271],"genre_scores_gemma":[0.76535594,0.0048818314,0.15361689,0.00043975844,0.0004518158,0.00030168187,0.0009959989,0.0004422024,0.07351395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998703,0.000035904057,0.0000065825925,0.000034023018,0.000035121477,0.000018008417],"domain_scores_gemma":[0.9991375,0.00066457916,0.00003554972,0.00003226985,0.00011707373,0.000012996698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058584445,0.0008254844,0.00096811383,0.00033008287,0.00039248695,0.00087355374,0.0017810465,0.00134996,0.0047986316],"category_scores_gemma":[0.0020307174,0.0004787648,0.00074565085,0.0006304393,0.0004625485,0.0013007282,0.0006143472,0.0023637547,0.00124227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025879379,0.000031733187,0.00019696097,0.0000623365,0.00002445686,0.00001911103,0.000018821886,0.94871444,0.00041483762,0.013664118,0.0021864641,0.03464084],"study_design_scores_gemma":[8.543003e-7,0.0000023002644,0.000032988333,0.0000033345545,0.0000020330995,0.0000030781348,0.0000011204415,0.9961283,0.00010073436,0.003416794,0.00030659506,0.0000018259971],"about_ca_topic_score_codex":0.009289255,"about_ca_topic_score_gemma":0.009089637,"teacher_disagreement_score":0.009289255,"about_ca_system_score_codex":0.0010204979,"about_ca_system_score_gemma":0.00056815386,"threshold_uncertainty_score":0.018470407},"labels":[],"label_agreement":null},{"id":"W4399047828","doi":"10.1007/978-3-031-46590-1_4","title":"Power-to-X and Electrification of Chemical Industry","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrification; Power (physics); Electrical engineering; Business; Engineering; Physics; Electricity; Thermodynamics","score_opus":0.00668968670449493,"score_gpt":0.19849465325521107,"score_spread":0.19180496655071613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015958227,0.032020167,0.009136573,0.0015792185,0.0010652946,0.00002490607,0.000037072015,0.00006301852,0.95447797],"genre_scores_gemma":[0.03687159,0.044110037,0.0035841672,0.00090386876,0.0005815093,0.000035605663,0.000051806175,0.00008387612,0.9137776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999378,0.000013550144,0.0000015263288,0.00001018048,0.000027759319,0.000009189494],"domain_scores_gemma":[0.9999616,0.00002316133,0.0000020581783,0.000004850293,0.0000055995924,0.0000027068902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107643755,0.0005353489,0.00020917726,0.00051454053,0.0005129664,0.0011717599,0.0004734579,0.0006940723,0.024724448],"category_scores_gemma":[0.00021583003,0.00015518955,0.00022298605,0.0007373562,0.0009932412,0.0021604963,0.00074064505,0.0011128341,0.0043745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001662446,0.000040259045,0.000048421647,0.0002496212,0.0000060646576,0.00008584444,0.00015847682,0.0019970122,0.0013690093,0.8015255,0.056655284,0.13784793],"study_design_scores_gemma":[0.0000032571854,0.000015717174,0.00012264603,0.0001325533,0.0000025061577,0.0001418811,0.00011398163,0.000993564,0.0009740973,0.2252055,0.77228945,0.000004862536],"about_ca_topic_score_codex":0.0011396387,"about_ca_topic_score_gemma":0.0027186263,"teacher_disagreement_score":0.024724448,"about_ca_system_score_codex":0.00074255595,"about_ca_system_score_gemma":0.00044802378,"threshold_uncertainty_score":0.08271152},"labels":[],"label_agreement":null},{"id":"W4399047867","doi":"10.1007/978-3-031-46590-1_3","title":"CO2 Transportation Facilities: Economic Optimization Using Genetic Algorithm","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Water Systems and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Genetic algorithm; Computer science; Mathematical optimization; Mathematics; Machine learning","score_opus":0.006293365716977285,"score_gpt":0.16188524709738542,"score_spread":0.15559188138040814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047867","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023037862,0.0052132844,0.84685606,0.0007898761,0.00039082707,0.00012189423,0.00037893213,0.00051213923,0.12269913],"genre_scores_gemma":[0.54683226,0.007277837,0.34332532,0.0002647958,0.0002580739,0.0003763044,0.0005485373,0.0006123923,0.10050443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984944,0.00004973906,0.000003227537,0.000020542933,0.00005648852,0.00002056432],"domain_scores_gemma":[0.99990785,0.000055883957,0.0000074151612,0.000007307416,0.000017435714,0.000004144142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000309302,0.00097363,0.0007851001,0.0005783596,0.0003929094,0.0013146914,0.0010670171,0.0017347647,0.005690546],"category_scores_gemma":[0.0006210663,0.00045986514,0.0007387256,0.0031304297,0.00045576185,0.00093150145,0.0005329588,0.0010296244,0.0008522836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016043647,0.000016738117,0.000052836527,0.000033653134,0.000015610212,0.000017276803,0.0000065436543,0.96484417,0.00032150763,0.010901558,0.0025660293,0.021208111],"study_design_scores_gemma":[0.000004650117,0.000009430376,0.0000764804,0.000009922509,0.0000049475125,0.0000091196325,0.0000075317485,0.9899624,0.0002413871,0.0068755345,0.0027934008,0.000005151649],"about_ca_topic_score_codex":0.018527536,"about_ca_topic_score_gemma":0.018170316,"teacher_disagreement_score":0.018527536,"about_ca_system_score_codex":0.0014929255,"about_ca_system_score_gemma":0.00089761254,"threshold_uncertainty_score":0.036839366},"labels":[],"label_agreement":null},{"id":"W4399047911","doi":"10.1007/978-3-031-46590-1_6","title":"Design and Optimization of a Tidal Power Generation Plant in the Bay of Fundy, Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bay; Tidal power; Oceanography; Marine engineering; Power (physics); Environmental science; Fishery; Engineering; Geology; Biology; Physics","score_opus":0.01020401917198029,"score_gpt":0.16892914113780583,"score_spread":0.15872512196582553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047911","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7032585,0.00074047217,0.16810222,0.00089006784,0.00009078527,0.00067392027,0.00080819894,0.00062337366,0.124812484],"genre_scores_gemma":[0.9729231,0.00018275267,0.011862252,0.000031339896,0.0000039571028,0.000090498215,0.00011506419,0.000044506716,0.014746606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983776,0.000021748288,0.000003743101,0.000025107534,0.000059763355,0.000051912953],"domain_scores_gemma":[0.99989593,0.000037211033,0.0000065753957,0.0000028743475,0.000037660368,0.000019766288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025988126,0.0006017184,0.0005876024,0.00038956822,0.0015315221,0.001611372,0.0007758611,0.0010253111,0.0035442677],"category_scores_gemma":[0.00041862702,0.0005416619,0.0004000762,0.0005056985,0.0006241442,0.0003498184,0.0004336532,0.00055166014,0.00025025714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005614956,0.000035740155,0.00087475585,0.000039035207,0.00000776577,0.000087776796,0.000037444574,0.9866961,0.0026965803,0.0010365163,0.00058099313,0.007851157],"study_design_scores_gemma":[0.000028911936,0.00012562066,0.0019426732,0.000008802099,0.000014809236,0.0000140512475,0.00017657095,0.9943937,0.0012408606,0.0005119678,0.0015292371,0.000012788721],"about_ca_topic_score_codex":0.5745836,"about_ca_topic_score_gemma":0.64081925,"teacher_disagreement_score":0.4254164,"about_ca_system_score_codex":0.0053031975,"about_ca_system_score_gemma":0.007993347,"threshold_uncertainty_score":0.85584354},"labels":[],"label_agreement":null},{"id":"W4401709328","doi":"10.1007/978-3-031-63713-1","title":"Interfaces in Lithium–Ion Batteries","year":2024,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University; Istituto Italiano di Tecnologia; McGill University","keywords":"Lithium (medication); Ion; Materials science; Computer science; Psychology; Chemistry; Psychiatry","score_opus":0.007159866160331815,"score_gpt":0.20707177838898222,"score_spread":0.1999119122286504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401709328","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004230557,0.23037973,0.02555604,0.0023528873,0.010145671,0.00014013995,0.00029838356,0.00070040417,0.7261961],"genre_scores_gemma":[0.013910312,0.07750396,0.009398128,0.0016654212,0.001806667,0.0001837446,0.00046973993,0.00028944766,0.8947725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998042,0.000014477964,0.000008148198,0.000022835586,0.00013261732,0.000017777656],"domain_scores_gemma":[0.99995494,0.000018613742,0.0000030417525,0.000004779675,0.000014237855,0.000004384483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014586007,0.0010604712,0.0006926186,0.0010428568,0.00069828925,0.0018811498,0.0010373929,0.0011726236,0.028445987],"category_scores_gemma":[0.00027354766,0.00043184342,0.0004445952,0.0014205675,0.0004886616,0.0031399555,0.0011242288,0.0017617648,0.01596044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084737134,0.0001637153,0.00006728488,0.0016917286,0.000018122937,0.00026091904,0.00026575822,0.0013951593,0.027386952,0.16427132,0.29291368,0.5114807],"study_design_scores_gemma":[0.000009456202,0.00003158733,0.000097006014,0.00018932689,0.000008779351,0.00017925125,0.000048035385,0.0010686085,0.005235843,0.034769345,0.9583511,0.000011714707],"about_ca_topic_score_codex":0.0006591251,"about_ca_topic_score_gemma":0.0014094643,"teacher_disagreement_score":0.028445987,"about_ca_system_score_codex":0.0007153517,"about_ca_system_score_gemma":0.000384332,"threshold_uncertainty_score":0.09516132},"labels":[],"label_agreement":null},{"id":"W4402876561","doi":"10.1007/978-3-031-69378-6_13","title":"Bioreactor Principles for Anaerobic Digestion","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bioreactor; Anaerobic digestion; Anaerobic exercise; Biochemical engineering; Pulp and paper industry; Digestion (alchemy); Chemistry; Environmental science; Biology; Engineering; Chromatography; Methane; Organic chemistry","score_opus":0.012500864600653288,"score_gpt":0.1904667356582191,"score_spread":0.1779658710575658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402876561","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038577144,0.11885319,0.40444037,0.0019805178,0.005076701,0.00024378319,0.00054426177,0.0017469341,0.46325657],"genre_scores_gemma":[0.015686372,0.047457054,0.11543921,0.0015292352,0.0005372497,0.00031384858,0.00045637446,0.00040231718,0.8181783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997553,0.000020412155,0.000012021862,0.0000345541,0.00015672715,0.00002098036],"domain_scores_gemma":[0.9999608,0.000010111492,0.000002315611,0.0000058803907,0.00001758174,0.000003422904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002695439,0.0011230492,0.0005735754,0.0009955752,0.00071095384,0.0011696066,0.0012825698,0.0012775717,0.012774886],"category_scores_gemma":[0.00015074166,0.00049950957,0.00057199324,0.00088749966,0.0006508215,0.0012533177,0.0009639009,0.0025104557,0.011560645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009930595,0.00026714854,0.000103970364,0.0011900201,0.000019368976,0.00048264442,0.00043998618,0.004395586,0.12051771,0.22836788,0.10223222,0.5418841],"study_design_scores_gemma":[0.000004545092,0.000042028318,0.00015508958,0.00017636831,0.000005865771,0.00032956802,0.00003383524,0.0016463762,0.015137074,0.025905738,0.95654523,0.00001819973],"about_ca_topic_score_codex":0.0013115779,"about_ca_topic_score_gemma":0.0030838035,"teacher_disagreement_score":0.012774886,"about_ca_system_score_codex":0.00084515155,"about_ca_system_score_gemma":0.0008339217,"threshold_uncertainty_score":0.042736232},"labels":[],"label_agreement":null},{"id":"W4404690512","doi":"10.1007/978-3-031-70851-0_7","title":"Assessing Indoor Hygrothermal Conditions in Unfavourable Scenarios: Open Windows in a Residential Building in the Coastal Mediterranean Summer Climate","year":2024,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University; European Regional Development Fund; Universidad de Sevilla; Langley Research Center; National Aeronautics and Space Administration","keywords":"Mediterranean climate; Environmental science; Geography; Archaeology","score_opus":0.019188768094107696,"score_gpt":0.2557873164658354,"score_spread":0.23659854837172772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404690512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98770577,0.0002855264,0.005036335,0.00004649068,0.000015244544,0.000022038648,0.00045715162,0.000045051936,0.0063864705],"genre_scores_gemma":[0.99579406,0.00016503765,0.0024614942,0.000007793445,0.0000060154307,0.0000103528155,0.00020355132,0.000019137391,0.0013326117],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999006,0.000022201017,0.0000033690653,0.000023216397,0.000027109527,0.000023618892],"domain_scores_gemma":[0.99993205,0.000038996975,0.000007953891,0.0000038385515,0.0000075672365,0.000009576189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019745632,0.00051968516,0.0003910737,0.00024120887,0.0002731234,0.0007984229,0.000524151,0.000535753,0.001329574],"category_scores_gemma":[0.00023751975,0.000209284,0.00050231686,0.00039984856,0.00023343746,0.0003951843,0.00043001916,0.00020986548,0.00021086757],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011049306,0.00040998336,0.118693516,0.00045520725,0.00021956342,0.002282394,0.0010148666,0.66444117,0.08464101,0.0022773976,0.0037739663,0.12068605],"study_design_scores_gemma":[0.000034296976,0.0009958413,0.44981146,0.000048438917,0.00016935277,0.00070497935,0.0027848405,0.50962484,0.028171288,0.0036129674,0.003934137,0.00010758323],"about_ca_topic_score_codex":0.009497827,"about_ca_topic_score_gemma":0.025273247,"teacher_disagreement_score":0.009497827,"about_ca_system_score_codex":0.00042811804,"about_ca_system_score_gemma":0.00022720621,"threshold_uncertainty_score":0.018885076},"labels":[],"label_agreement":null},{"id":"W4408243434","doi":"10.1007/978-981-96-1921-4_5","title":"Characterization Techniques in Photocatalysis","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photocatalysis; Characterization (materials science); Materials science; Environmental science; Nanotechnology; Chemistry; Catalysis; Organic chemistry","score_opus":0.0065484425050403965,"score_gpt":0.2211797561755875,"score_spread":0.2146313136705471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408243434","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0203735,0.17345811,0.44731328,0.0026748271,0.003066892,0.00061081396,0.0010865751,0.0018972938,0.34951875],"genre_scores_gemma":[0.09203481,0.14151572,0.17299497,0.0016372086,0.0006417017,0.0006787073,0.0014161423,0.0012565311,0.5878243],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952114,0.00003597716,0.000021079062,0.000090603695,0.00029871962,0.000032486725],"domain_scores_gemma":[0.99972874,0.00010928525,0.00001890868,0.00003910728,0.00009777151,0.0000062006006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003552518,0.0010378847,0.0008652936,0.0010367963,0.00076202984,0.0014141229,0.0014326008,0.0009651244,0.010704933],"category_scores_gemma":[0.00038730368,0.00090092,0.00042978945,0.0018563239,0.00079949375,0.0030794,0.000671147,0.0021393858,0.009137744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000694686,0.0001612011,0.00009272764,0.0019300976,0.00001520846,0.00026278992,0.0002998882,0.00108949,0.5568009,0.03778142,0.02542351,0.3760733],"study_design_scores_gemma":[0.0000060459706,0.000091988615,0.00039199498,0.00019730764,0.000016740218,0.0010797182,0.00012604521,0.0020164216,0.50489235,0.013539124,0.4776098,0.000032420212],"about_ca_topic_score_codex":0.0007885743,"about_ca_topic_score_gemma":0.0016235181,"teacher_disagreement_score":0.010704933,"about_ca_system_score_codex":0.0008548264,"about_ca_system_score_gemma":0.0004995641,"threshold_uncertainty_score":0.035811603},"labels":[],"label_agreement":null},{"id":"W4412376772","doi":"10.1007/978-3-031-92894-9_13","title":"Advancing Hydrogen and Fuel Cell Technologies for Sustainable Aviation: Challenges and Future Directions","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université du Québec à Trois-Rivières","funders":"","keywords":"Aviation; Fuel cells; Aeronautics; Hydrogen fuel; Engineering; Aerospace engineering; Environmental science; Chemical engineering","score_opus":0.006056935449811652,"score_gpt":0.20262787395227713,"score_spread":0.1965709385024655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412376772","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00162125,0.5547711,0.011202513,0.023288453,0.011416778,0.000059386133,0.00029920216,0.0002559771,0.39708522],"genre_scores_gemma":[0.010379676,0.5579416,0.0152798295,0.0058321487,0.004152058,0.00007243583,0.00034990656,0.00013719713,0.40585512],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997167,0.0000314405,0.0000075401517,0.000030353505,0.00017347312,0.00004042318],"domain_scores_gemma":[0.9997348,0.00012797609,0.000010162517,0.000013109464,0.000077764125,0.000036116944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007955832,0.0007992812,0.00077213306,0.00087000674,0.0007849434,0.004556432,0.001290018,0.0021582977,0.035488892],"category_scores_gemma":[0.00056316145,0.00034556093,0.0004070346,0.001873144,0.0012109166,0.006857576,0.0013134611,0.0026746108,0.013201834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036983456,0.000110417466,0.000071577204,0.0014019745,0.000010554356,0.000112128706,0.00020989004,0.00080232,0.005136011,0.24495356,0.32839137,0.41876313],"study_design_scores_gemma":[0.0000033298202,0.00001863594,0.000057301877,0.00024910082,0.0000032858459,0.00008882634,0.00015645611,0.00037852075,0.00068346516,0.041052077,0.9573007,0.000008277539],"about_ca_topic_score_codex":0.002668115,"about_ca_topic_score_gemma":0.0068246755,"teacher_disagreement_score":0.035488892,"about_ca_system_score_codex":0.001481604,"about_ca_system_score_gemma":0.002767484,"threshold_uncertainty_score":0.1187222},"labels":[],"label_agreement":null},{"id":"W4412922097","doi":"10.1007/978-3-031-92417-0_7","title":"Optimal Control of LNG-Fueled Hybrid Electric Ship","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Control (management); Marine engineering; Aeronautics; Engineering; Computer science","score_opus":0.0033423087821274054,"score_gpt":0.16912329741298135,"score_spread":0.16578098863085394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412922097","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087758824,0.00204574,0.7841211,0.0005892486,0.00046546262,0.000058156,0.00016272343,0.00039740198,0.12440133],"genre_scores_gemma":[0.9521028,0.00061368337,0.009051087,0.00009810149,0.0000581694,0.00004377928,0.000057881924,0.0000413553,0.03793317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991035,0.000019084582,0.0000027682195,0.000023424567,0.000023494238,0.000020883557],"domain_scores_gemma":[0.9999417,0.000024204262,0.000010861112,0.000003762696,0.000015851547,0.000003640908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087712,0.0006498484,0.00047121613,0.00018618723,0.00024819814,0.00090139307,0.00053804583,0.00044111582,0.0038376737],"category_scores_gemma":[0.0002754918,0.00027436076,0.00029224975,0.00024855952,0.0004970055,0.00031828496,0.00045237064,0.00046334302,0.0003711432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000601832,0.000028631286,0.00010866117,0.00008064423,0.000025305799,0.00005311017,0.000051955034,0.9576175,0.004988925,0.0096334405,0.0016292323,0.025722394],"study_design_scores_gemma":[0.000008908173,0.000067850866,0.0002000494,0.000008142978,0.000007961753,0.000009620318,0.00001893888,0.9924022,0.0008674064,0.0042256154,0.0021764804,0.0000069163216],"about_ca_topic_score_codex":0.008829419,"about_ca_topic_score_gemma":0.009126965,"teacher_disagreement_score":0.008829419,"about_ca_system_score_codex":0.00057563814,"about_ca_system_score_gemma":0.00045491374,"threshold_uncertainty_score":0.017556071},"labels":[],"label_agreement":null},{"id":"W4415749871","doi":"10.1007/978-981-95-0441-1_15","title":"A Review on Electric Vehicle Battery Fault Diagnosis Methodologies","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Battery (electricity); Fault (geology); Variety (cybernetics); Electric vehicle; Prognostics; Fault detection and isolation","score_opus":0.0316564781237338,"score_gpt":0.2828829954512585,"score_spread":0.2512265173275247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415749871","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013671214,0.9272059,0.040724576,0.00078263023,0.002904458,0.000046447978,0.00030519263,0.00036381837,0.026299894],"genre_scores_gemma":[0.011273064,0.90436786,0.028316785,0.0011726582,0.0024584916,0.00005674131,0.0011430054,0.00013264598,0.05107875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974746,0.00002551492,0.000026973064,0.00006308015,0.00012041509,0.000016697735],"domain_scores_gemma":[0.99947447,0.000220534,0.000036080204,0.000027908873,0.0002267298,0.000014312841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033070493,0.0008967308,0.00080629723,0.0024073895,0.00021660703,0.0011711853,0.0010123315,0.0006735425,0.008686943],"category_scores_gemma":[0.0010259857,0.00038285428,0.00048008098,0.0038622057,0.00024953068,0.0020228992,0.00047985083,0.0008044154,0.0050247554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003224935,0.000041356812,0.00015332222,0.003933253,0.000045096433,0.00008064764,0.000033125038,0.0022991525,0.0025430545,0.005146436,0.050288886,0.9354034],"study_design_scores_gemma":[0.00000808526,0.000098533485,0.00077858666,0.0024405944,0.00009138557,0.00074002164,0.00007040695,0.0037679877,0.0025111258,0.007959246,0.98150015,0.00003390091],"about_ca_topic_score_codex":0.0013315439,"about_ca_topic_score_gemma":0.0021505214,"teacher_disagreement_score":0.008686943,"about_ca_system_score_codex":0.00046403627,"about_ca_system_score_gemma":0.00066346495,"threshold_uncertainty_score":0.029060662},"labels":[],"label_agreement":null},{"id":"W4415749882","doi":"10.1007/978-981-95-0441-1_6","title":"Short Term Load Forecasting for Effective Trading in Energy Market Using Artificial Neural Networks and ADAM Optimizer","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Artificial neural network; Term (time); Probabilistic forecasting; Energy (signal processing); Task (project management); Energy market; Electric power system; Demand forecasting","score_opus":0.013903225495702934,"score_gpt":0.20203669788649822,"score_spread":0.18813347239079528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415749882","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037538692,0.0024272196,0.94797426,0.0006064052,0.00032519415,0.000021599752,0.000108374836,0.00070327666,0.010295026],"genre_scores_gemma":[0.8416339,0.0017010804,0.13355693,0.00014740258,0.0002965049,0.00006627153,0.00027827694,0.00022789132,0.022091834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998934,0.000032438882,0.000008876301,0.000024248006,0.000028977727,0.000012138043],"domain_scores_gemma":[0.99978775,0.00013466679,0.000015705296,0.000017211378,0.000036876012,0.000007839414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047036505,0.00055795535,0.00065482047,0.00019055736,0.00021797525,0.00086667936,0.0006104844,0.0006673902,0.0026945113],"category_scores_gemma":[0.00100038,0.00032100902,0.00035676395,0.00034742645,0.00026387683,0.0013327269,0.00041321642,0.0013445722,0.0006298159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015611693,0.00008245675,0.0009186787,0.00011314946,0.000067606146,0.00012542817,0.000057975187,0.7522143,0.0072994586,0.028518854,0.006235317,0.20421071],"study_design_scores_gemma":[8.381561e-7,0.000004565687,0.00006437248,0.000001990109,0.0000017623237,0.0000055368714,0.0000016335367,0.99742484,0.0003232716,0.0019227889,0.0002468139,0.0000015427788],"about_ca_topic_score_codex":0.0017821573,"about_ca_topic_score_gemma":0.0017904838,"teacher_disagreement_score":0.0026945113,"about_ca_system_score_codex":0.0003276674,"about_ca_system_score_gemma":0.00026131186,"threshold_uncertainty_score":0.00901407},"labels":[],"label_agreement":null},{"id":"W4415749885","doi":"10.1007/978-981-95-0441-1_2","title":"Electrical Energy Price Forecasting for Effective Energy Trading Using Deep Neural Networks With ADADELTA Optimizer","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Bidding; Artificial neural network; Electric potential energy; Profit (economics); Schedule; Energy (signal processing); Energy consumption; Electrical network; Electricity","score_opus":0.008580583165448331,"score_gpt":0.1816028310814397,"score_spread":0.17302224791599138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415749885","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03151057,0.0013796616,0.9522809,0.0004081953,0.00036559452,0.000021478312,0.00018757788,0.0013835328,0.012462553],"genre_scores_gemma":[0.81470126,0.00077251805,0.16504683,0.00017675065,0.00018399641,0.00004895781,0.00043002682,0.00022476113,0.018414795],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999905,0.000016381946,0.0000073212136,0.000023848277,0.00003540934,0.000012143775],"domain_scores_gemma":[0.9998672,0.000064393564,0.000009986505,0.000017468257,0.000034982575,0.0000060409575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002777586,0.000519736,0.00053134805,0.00023759404,0.00020139398,0.0008351297,0.0006157981,0.0005175657,0.002983287],"category_scores_gemma":[0.00070586085,0.0003236993,0.00034858912,0.0004040959,0.00019819291,0.00095000153,0.0004679073,0.0012674809,0.000873042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013508115,0.00008828805,0.00079847226,0.00006152786,0.00004780293,0.000056536366,0.000025648706,0.6318069,0.006100666,0.012475365,0.006814292,0.34158942],"study_design_scores_gemma":[0.0000010382445,0.0000032476455,0.00006220773,0.0000017153008,0.000001784893,0.0000038057497,0.0000012342799,0.9975261,0.0005148875,0.0015223915,0.0003601439,0.0000014063613],"about_ca_topic_score_codex":0.003502077,"about_ca_topic_score_gemma":0.0046613733,"teacher_disagreement_score":0.003502077,"about_ca_system_score_codex":0.00042381242,"about_ca_system_score_gemma":0.00034759656,"threshold_uncertainty_score":0.009980142},"labels":[],"label_agreement":null},{"id":"W4415749892","doi":"10.1007/978-981-95-0441-1_22","title":"A Review on Optimal Placement of EV Charging Station Methodologies","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Battery (electricity); Charging station; Electric vehicle; Trickle charging; Greenhouse gas; Power (physics); Grid; Battery electric vehicle","score_opus":0.015015138216556556,"score_gpt":0.23777350794328803,"score_spread":0.22275836972673146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415749892","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024966,0.5933535,0.3503074,0.0008961501,0.0026354555,0.00010440386,0.00040391958,0.00067146326,0.049131054],"genre_scores_gemma":[0.026255814,0.75379103,0.19142236,0.0007052369,0.0018483648,0.00012413021,0.0011004257,0.00041324762,0.024339447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953425,0.00010015894,0.00004336355,0.00009335857,0.00018991317,0.000038896495],"domain_scores_gemma":[0.99964964,0.00016354187,0.000024087645,0.000031750937,0.00011939173,0.000011531835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004966453,0.0015391851,0.0013154341,0.001384759,0.00029924352,0.0011376598,0.0016855459,0.00089160656,0.010167623],"category_scores_gemma":[0.0011721969,0.00070666417,0.00085194706,0.0051378827,0.00026048205,0.0014170692,0.00058452704,0.0009399662,0.0046672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045434164,0.00006314108,0.00009360347,0.00418157,0.00006172567,0.00006453722,0.000023313949,0.033607084,0.0016867749,0.013564822,0.033651423,0.91295666],"study_design_scores_gemma":[0.000039861294,0.00026649405,0.000687213,0.0031915717,0.00016522803,0.0008543577,0.00012720966,0.061272975,0.0035140705,0.041570038,0.8882514,0.000059594116],"about_ca_topic_score_codex":0.0014506328,"about_ca_topic_score_gemma":0.0025148725,"teacher_disagreement_score":0.010167623,"about_ca_system_score_codex":0.0006197976,"about_ca_system_score_gemma":0.0009560238,"threshold_uncertainty_score":0.034014106},"labels":[],"label_agreement":null},{"id":"W7102719128","doi":"10.1007/978-981-95-0441-1_24","title":"Development of Dataset to Diagnose Electric Vehicle Battery Faults Using Deep Learning Techniques","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Battery (electricity); Electric vehicle; Deep learning; Fault (geology); Electric-vehicle battery; Fault detection and isolation; MATLAB","score_opus":0.013382147015676157,"score_gpt":0.24987748645199234,"score_spread":0.23649533943631618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7102719128","genre_codex":"dataset","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19652966,0.0007173452,0.080797695,0.00083493075,0.00093240925,0.0009895022,0.6649464,0.03838135,0.015870713],"genre_scores_gemma":[0.12364639,0.00021931854,0.051385775,0.00019962322,0.000060895,0.00054029224,0.8149928,0.00045718226,0.008497724],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997516,0.000020543548,0.00002533115,0.0000742899,0.0000875228,0.000040626026],"domain_scores_gemma":[0.9993026,0.00008115768,0.000046377925,0.0001792788,0.00032370235,0.00006696879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236015,0.00085585174,0.00039488287,0.001412719,0.00031414043,0.00043325365,0.0011024248,0.0007213813,0.005246573],"category_scores_gemma":[0.0012151465,0.00025750362,0.000492374,0.0008661754,0.00018198359,0.0007078093,0.0005293821,0.00089621195,0.004653078],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000908297,0.001434684,0.031078046,0.00095059257,0.00025963984,0.00054261304,0.00013338204,0.0652747,0.037583686,0.0025328738,0.53070694,0.3285946],"study_design_scores_gemma":[0.0006864591,0.0011155499,0.07575424,0.0002550675,0.00019341752,0.0009948369,0.00049907895,0.4725413,0.14949188,0.00887928,0.28935635,0.00023253483],"about_ca_topic_score_codex":0.014793731,"about_ca_topic_score_gemma":0.023234446,"teacher_disagreement_score":0.014793731,"about_ca_system_score_codex":0.0005453286,"about_ca_system_score_gemma":0.0008831207,"threshold_uncertainty_score":0.02941525},"labels":[],"label_agreement":null},{"id":"W7102725657","doi":"10.1007/978-981-95-0441-1_21","title":"Power Quality Classification Approaches Using Artificial Intelligence Techniques","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Identification (biology); Power quality; Electric power system; Supervised learning; Quality (philosophy); Power (physics); Voltage; Energy (signal processing)","score_opus":0.12123411451494404,"score_gpt":0.2795811219664719,"score_spread":0.15834700745152785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7102725657","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00465877,0.0032697523,0.9729567,0.00032872282,0.00026988398,0.000064630294,0.00008862842,0.0006856754,0.017677302],"genre_scores_gemma":[0.30859366,0.007578354,0.64984137,0.00037535984,0.0007490538,0.0001457568,0.0008357232,0.00023512964,0.031645548],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996119,0.00007342127,0.000031723623,0.00009114094,0.00016652117,0.000025353349],"domain_scores_gemma":[0.9995066,0.00024102224,0.000045767196,0.000053900403,0.00014253211,0.000010229646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768242,0.00084182335,0.0008127301,0.0013551256,0.00031786104,0.0020064006,0.0010985327,0.00064269133,0.00494735],"category_scores_gemma":[0.001366432,0.0003001959,0.00081054907,0.00210949,0.00033969487,0.0014123934,0.0004307802,0.0013006929,0.0017808015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042023254,0.00012579876,0.0010153474,0.0002619984,0.000087982975,0.00006752802,0.0000879573,0.067222655,0.00455539,0.02576178,0.009664924,0.89110655],"study_design_scores_gemma":[0.000008313037,0.000051517796,0.001223319,0.000076297416,0.00006494437,0.00013336615,0.00007630745,0.9474744,0.0031250315,0.031614404,0.016133703,0.000018317805],"about_ca_topic_score_codex":0.0020113967,"about_ca_topic_score_gemma":0.0025742794,"teacher_disagreement_score":0.00494735,"about_ca_system_score_codex":0.00046596822,"about_ca_system_score_gemma":0.0002609837,"threshold_uncertainty_score":0.0165506},"labels":[],"label_agreement":null},{"id":"W7105667473","doi":"10.1007/978-3-031-92894-9_15","title":"Correction to: Advancing Hydrogen and Fuel Cell Technologies for Sustainable Aviation: Challenges and Future Directions","year":2025,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université du Québec à Trois-Rivières","funders":"","keywords":"Fuel cells; Hydrogen; Hydrogen fuel; Hydrogen technologies; Scope (computer science); Sustainable energy","score_opus":0.009612660637765773,"score_gpt":0.24078435745116566,"score_spread":0.23117169681339989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105667473","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003745491,0.0012629598,0.00020717841,0.07098188,0.923404,0.000016332095,0.00020046477,0.0001246359,0.0037651253],"genre_scores_gemma":[0.002950323,0.009027015,0.0014973655,0.21308655,0.46921045,0.00016559908,0.0004941771,0.00064942957,0.3029191],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964365,0.00050024583,0.00046703275,0.00040482625,0.0017939917,0.00039740093],"domain_scores_gemma":[0.9810985,0.0040084333,0.0008991468,0.000958661,0.011381553,0.00165369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027103391,0.002030761,0.0022542924,0.0029229356,0.0038297737,0.0052675013,0.0034827823,0.012895156,0.052247386],"category_scores_gemma":[0.033139665,0.001031365,0.0015069075,0.0024354558,0.003566589,0.0032544937,0.002336246,0.021980587,0.04326562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005623657,0.0000026060986,0.000009633168,0.00004459092,0.00000170674,0.000033562224,0.000012422323,0.000014010458,0.0000095780215,0.00030549735,0.9974535,0.0021073327],"study_design_scores_gemma":[0.000010462594,0.000006724076,0.0001519984,0.00013764806,0.0000057879097,0.00011599191,0.00005523623,0.00004882634,0.000060548897,0.00064514263,0.9987503,0.000011268572],"about_ca_topic_score_codex":0.025215447,"about_ca_topic_score_gemma":0.043738093,"teacher_disagreement_score":0.052247386,"about_ca_system_score_codex":0.0053095757,"about_ca_system_score_gemma":0.0087218825,"threshold_uncertainty_score":0.17478496},"labels":[],"label_agreement":null},{"id":"W74990452","doi":"10.1007/978-3-642-32735-3_10","title":"Biomass Pretreatments for Biorefinery Applications: Gasification","year":2013,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biorefinery; Biomass (ecology); Biorefining; Wood gas generator; Waste management; Syngas; Environmental science; Renewable energy; Biomass gasification; Bioenergy; Raw material; Biofuel; Pulp and paper industry; Chemistry; Coal; Hydrogen; Engineering; Ecology","score_opus":0.008130021907661825,"score_gpt":0.18249134148562868,"score_spread":0.17436131957796686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W74990452","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008840797,0.58692473,0.1313661,0.0017583459,0.0052970545,0.0002329713,0.0005746727,0.0010591957,0.26394603],"genre_scores_gemma":[0.035389494,0.42973858,0.053851835,0.0015307855,0.0013853352,0.00023925128,0.0009793085,0.000627041,0.4762584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997793,0.000014234404,0.000008141875,0.000052342155,0.00012298783,0.000023018414],"domain_scores_gemma":[0.99994123,0.000017953636,0.0000051882857,0.000008627658,0.000022040827,0.0000048926045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022570796,0.0018154165,0.0011848747,0.0013305271,0.0004971341,0.0013829758,0.00108426,0.0011063274,0.011951792],"category_scores_gemma":[0.00019897736,0.0006339182,0.00060096383,0.0030076613,0.00068966707,0.0027396164,0.0011662968,0.0020447616,0.011224206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006935207,0.00024846994,0.000069832175,0.0035470622,0.000029091065,0.00020068261,0.00016081793,0.003084055,0.14072771,0.035745446,0.04831787,0.7677996],"study_design_scores_gemma":[0.00000839157,0.00008614112,0.0004292151,0.00054603093,0.000028234203,0.0006680518,0.00009831013,0.0016251196,0.10119573,0.024036627,0.87123966,0.000038427745],"about_ca_topic_score_codex":0.0008661927,"about_ca_topic_score_gemma":0.0022201892,"teacher_disagreement_score":0.011951792,"about_ca_system_score_codex":0.00085615023,"about_ca_system_score_gemma":0.0007247184,"threshold_uncertainty_score":0.039982796},"labels":[],"label_agreement":null},{"id":"W76085098","doi":"10.1007/978-981-287-212-8_2","title":"Basic Properties of Gases","year":2014,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science","score_opus":0.006154161309448707,"score_gpt":0.149758061376388,"score_spread":0.1436039000669393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76085098","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032498413,0.05905045,0.033965822,0.005799787,0.003379276,0.00007187562,0.00042334193,0.00016508116,0.8938945],"genre_scores_gemma":[0.20004508,0.10838212,0.052058343,0.0055498714,0.009465477,0.0007362405,0.001232061,0.0005610795,0.6219698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960357,0.000081342696,0.000020964037,0.00007607519,0.00017183584,0.000046236335],"domain_scores_gemma":[0.9998523,0.00006594535,0.000009661604,0.000024723353,0.00003753585,0.000009826339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048993906,0.0009583516,0.0005434917,0.0011398656,0.0009994021,0.0020262876,0.0010481167,0.001220153,0.012409904],"category_scores_gemma":[0.00079787447,0.00034360468,0.00051540177,0.0011124812,0.005111544,0.004269574,0.0015159141,0.0030749692,0.005645256],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003994489,0.0000065539953,0.000027515618,0.00009651023,0.000002016524,0.000022193624,0.00014647655,0.00018139124,0.0005609143,0.97494626,0.01062359,0.013382715],"study_design_scores_gemma":[0.000002773235,0.000011542998,0.00010808391,0.00009204035,0.0000023403995,0.00012059138,0.00006776619,0.0003875962,0.00049900723,0.53557193,0.46312883,0.000007529812],"about_ca_topic_score_codex":0.0010117288,"about_ca_topic_score_gemma":0.0007587897,"teacher_disagreement_score":0.012409904,"about_ca_system_score_codex":0.0013108336,"about_ca_system_score_gemma":0.00069986493,"threshold_uncertainty_score":0.04151523},"labels":[],"label_agreement":null},{"id":"W83381325","doi":"10.1007/978-1-84996-175-2_11","title":"Generator and Electrical System","year":2011,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Generator (circuit theory); Computer science; Electrical engineering; Engineering; Physics; Power (physics)","score_opus":0.006292417543450962,"score_gpt":0.14987133345535586,"score_spread":0.1435789159119049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W83381325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010300801,0.0162424,0.035263896,0.0013135913,0.0023604666,0.000060073042,0.0001344807,0.00038716072,0.943208],"genre_scores_gemma":[0.0147592705,0.00904121,0.0076942206,0.0008072822,0.0007892049,0.000072448245,0.00015838222,0.000166232,0.96651167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980193,0.000036601563,0.000008219106,0.00004624657,0.000092839604,0.000014109505],"domain_scores_gemma":[0.99994373,0.000016481998,0.0000032773473,0.000012678325,0.000019725803,0.000004252689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015907397,0.0010787366,0.0005043266,0.0008597346,0.00067573274,0.0013733192,0.0006550193,0.0009080578,0.034867775],"category_scores_gemma":[0.00029336137,0.00027865355,0.00027799676,0.0009121365,0.0011501252,0.0017303169,0.0008202224,0.0015823435,0.015773542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017808694,0.000035961864,0.00009516363,0.0003256078,0.000009924991,0.00014251271,0.00039338061,0.00250641,0.0025294262,0.53122556,0.20154919,0.26116908],"study_design_scores_gemma":[0.0000024325525,0.000017068503,0.00012287752,0.000057956,0.0000032704397,0.00012436771,0.000041255997,0.0007270078,0.0003527985,0.050611123,0.9479353,0.0000045543725],"about_ca_topic_score_codex":0.0012668655,"about_ca_topic_score_gemma":0.0029581238,"teacher_disagreement_score":0.034867775,"about_ca_system_score_codex":0.0007788909,"about_ca_system_score_gemma":0.00073884387,"threshold_uncertainty_score":0.11664426},"labels":[],"label_agreement":null}]}