{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"45039ab00b81","filters":{"venue":"Synthesis lectures on renewable energy technologies"}},"results":[{"id":"W4404547482","doi":"10.1007/978-3-031-77185-9_3","title":"Solar Energy Technologies","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Solar energy; Environmental science; Engineering physics; Engineering; Electrical engineering","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007976479093950451,"gpt":0.1844277880002867,"spread":0.1764513089063363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002081288,0.0008870799,0.0004906289,0.0009719099,0.0008193896,0.002102837,0.0006545241,0.001032158,0.1124477],"category_scores_gemma":[0.0003067904,0.0003826321,0.0003788392,0.0009597712,0.0003675436,0.001530534,0.001420699,0.001807493,0.07755615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009417546,"about_ca_system_score_gemma":0.0007829622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095632,"about_ca_topic_score_gemma":0.003701795,"domain_scores_codex":[0.99968,0.00002070631,0.000006549121,0.00004941596,0.0002177494,0.00002551437],"domain_scores_gemma":[0.9999095,0.00001315767,0.000004427836,0.00001826306,0.00004077969,0.00001383747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002160614,0.00005586969,0.0001007488,0.0002856457,0.000008081465,0.00006390336,0.0001277535,0.0005004368,0.004625835,0.06476973,0.4786004,0.45084],"study_design_scores_gemma":[0.000001299508,0.000006654431,0.00009400702,0.00004970338,0.00000176548,0.00004963763,0.00002400887,0.0001266122,0.0007674255,0.00597749,0.9928991,0.000002322336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000514025,0.01449525,0.005270302,0.001523887,0.003004424,0.00003787849,0.0002114765,0.0003759725,0.9745668],"genre_scores_gemma":[0.002306499,0.005676335,0.001113547,0.0003865557,0.0002955284,0.00001881346,0.0001516758,0.00008854622,0.9899625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124477,"threshold_uncertainty_score":0.376175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409974909","doi":"10.1007/978-3-031-88942-4_4","title":"Sensible Heat Energy Storage","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Sensible heat; Thermal energy storage; Environmental science; Computer science; Physics; Thermodynamics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00541211156443778,"gpt":0.172555649586229,"spread":0.1671435380217912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001092222,0.0006943336,0.0005232345,0.0004419616,0.0004965279,0.0009698342,0.0004809258,0.0005691289,0.05779677],"category_scores_gemma":[0.0001460552,0.0003289253,0.0003634253,0.0007040962,0.000353256,0.001390019,0.0007008597,0.001099008,0.02146874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005647121,"about_ca_system_score_gemma":0.0003808413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006498509,"about_ca_topic_score_gemma":0.001758813,"domain_scores_codex":[0.9999084,0.000007142625,0.000002733382,0.00002423325,0.00004775318,0.000009591747],"domain_scores_gemma":[0.999966,0.000007049604,0.000001670799,0.00000983387,0.00001156909,0.000003801573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001126222,0.00007534379,0.00012686,0.0004906963,0.00002147927,0.00007292291,0.0001219945,0.003481714,0.0244549,0.1240669,0.2463375,0.600637],"study_design_scores_gemma":[0.000009268517,0.00004100814,0.0004083988,0.0000982834,0.00001098975,0.0001112422,0.00004519189,0.003551387,0.01448601,0.03108943,0.9501332,0.00001561141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003868826,0.02630973,0.05637577,0.002241711,0.006110216,0.00007922491,0.0008359417,0.001869265,0.9023093],"genre_scores_gemma":[0.02395309,0.006834173,0.004945656,0.0003653404,0.0006044512,0.00003250206,0.0004293389,0.0002084985,0.962627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05779677,"threshold_uncertainty_score":0.1933495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409975228","doi":"10.1007/978-3-031-88942-4_6","title":"Latent Heat and Thermochemical Energy Storage","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Latent heat; Thermal energy storage; Thermodynamics; Materials science; Physics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006732059357913981,"gpt":0.1770397777059464,"spread":0.1703077183480324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424783,0.0008845949,0.0005778651,0.0007062612,0.0005302615,0.001205473,0.0005707989,0.0007301561,0.02678362],"category_scores_gemma":[0.0001577324,0.0003777533,0.0003590521,0.0009214937,0.0007648348,0.002246315,0.0008420528,0.001736918,0.009257091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127449,"about_ca_system_score_gemma":0.0006048742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007835115,"about_ca_topic_score_gemma":0.002354087,"domain_scores_codex":[0.9998866,0.00001117365,0.000003074441,0.00002242978,0.00006096075,0.00001569122],"domain_scores_gemma":[0.9999695,0.00001031949,0.000001611276,0.000006438686,0.000008005848,0.000004067363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001082914,0.0001325458,0.00007881679,0.001003049,0.00002174698,0.0001034852,0.0002373181,0.002822822,0.02913841,0.4486318,0.1861499,0.3315719],"study_design_scores_gemma":[0.000006838697,0.0000318643,0.0002256181,0.0001593925,0.000007341583,0.0001021967,0.00005103422,0.001545755,0.0110065,0.07755776,0.9092926,0.00001320702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003720297,0.1444122,0.02317658,0.002954004,0.007853629,0.00005700229,0.0002825019,0.0003256284,0.8172182],"genre_scores_gemma":[0.02048562,0.03296169,0.003441893,0.0005267688,0.001153598,0.00003557149,0.0001569397,0.0001478186,0.9410901],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02678362,"threshold_uncertainty_score":0.08960015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285751936","doi":"10.1007/978-3-031-02521-1","title":"Renewable Energy","year":2020,"lang":"en","type":"book","venue":"Synthesis lectures on renewable energy technologies","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Renewable energy; Environmental science; Business; Engineering; Electrical engineering","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01308217384490651,"gpt":0.2295722261695852,"spread":0.2164900523246787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117459,0.001121142,0.0006807911,0.001577575,0.0009847652,0.002613796,0.0007714847,0.001358858,0.2638226],"category_scores_gemma":[0.0004656951,0.0004866286,0.0004686954,0.001199447,0.0004224867,0.001524017,0.001620049,0.00196399,0.2275457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000941203,"about_ca_system_score_gemma":0.0007893381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066743,"about_ca_topic_score_gemma":0.006519216,"domain_scores_codex":[0.9996406,0.00002385257,0.000008012822,0.00006491422,0.0002343075,0.00002841144],"domain_scores_gemma":[0.9998552,0.00001321055,0.000007175527,0.00003672751,0.00006558091,0.00002214081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003687494,0.00004419173,0.0001141665,0.0002476083,0.000009750686,0.00008353438,0.00004482588,0.00039104,0.003277544,0.04016121,0.5756054,0.3799839],"study_design_scores_gemma":[0.000002343193,0.000007308716,0.0001048974,0.00005277212,0.000001949101,0.00005056966,0.00001407564,0.0001281152,0.0004930407,0.004098317,0.9950435,0.000003101223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003319843,0.004826132,0.002898808,0.0009573199,0.002088676,0.0000366523,0.0005326662,0.0004391656,0.9878886],"genre_scores_gemma":[0.001593167,0.002323811,0.0007627546,0.0002973514,0.0002032511,0.00002532107,0.0004460251,0.0001175813,0.9942307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2638226,"threshold_uncertainty_score":0.8825744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285719383","doi":"10.1007/978-3-031-02521-1_5","title":"Mechanical Energy Storage","year":2020,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Energy storage; Physics; Thermodynamics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0093728761197256,"gpt":0.1762926384050766,"spread":0.166919762285351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008741051,0.0007374138,0.0004302574,0.0006004506,0.0005519015,0.0007864254,0.0005339233,0.0005934244,0.07003439],"category_scores_gemma":[0.0001336913,0.0002603256,0.0002668361,0.0007414027,0.0003829486,0.001211425,0.0007385306,0.0007357891,0.02339163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646832,"about_ca_system_score_gemma":0.0002823184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004797067,"about_ca_topic_score_gemma":0.001175298,"domain_scores_codex":[0.9999242,0.00000420083,0.000002803733,0.00002013205,0.00004125434,0.000007317355],"domain_scores_gemma":[0.9999634,0.000006285789,0.000002185089,0.000009606418,0.00001437781,0.000004113171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009321118,0.00005636435,0.0001047183,0.0005707911,0.00001743198,0.00009978322,0.00009806624,0.002714374,0.02472686,0.1178809,0.2083321,0.6453055],"study_design_scores_gemma":[0.000008781886,0.00004145902,0.0003455046,0.0001033331,0.000007914668,0.0001354143,0.00003450302,0.002651764,0.008457954,0.0247775,0.9634238,0.00001226452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004164091,0.02939085,0.04590204,0.002588196,0.006721777,0.00007892502,0.0008586358,0.001448549,0.908847],"genre_scores_gemma":[0.02675973,0.007838627,0.004549832,0.0003736881,0.0006001781,0.00003893236,0.0004635613,0.0001286491,0.9592468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07003439,"threshold_uncertainty_score":0.2342883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404547533","doi":"10.1007/978-3-031-77185-9_2","title":"The Need for Renewable Energy","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Renewable energy; Environmental science; Environmental economics; Economics; Engineering; Electrical engineering","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01349152017517046,"gpt":0.2394022356429247,"spread":0.2259107154677543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008507745,0.0007295746,0.0005093907,0.0006477621,0.001807021,0.003835051,0.0005248985,0.002876215,0.0420567],"category_scores_gemma":[0.001273322,0.0002523022,0.0003629262,0.0005578721,0.003225177,0.00708494,0.003025559,0.00577889,0.01585303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768108,"about_ca_system_score_gemma":0.001902915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751055,"about_ca_topic_score_gemma":0.005234783,"domain_scores_codex":[0.9993671,0.0001277038,0.00001464919,0.00009013936,0.0003047154,0.0000956955],"domain_scores_gemma":[0.999742,0.00008001299,0.00001762532,0.00004030249,0.00005779928,0.0000622948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000117501,0.00001900359,0.00004475098,0.0001373617,0.000005444298,0.00004562326,0.00036332,0.00006728151,0.0003889349,0.4579574,0.4917158,0.04924333],"study_design_scores_gemma":[0.000001004961,0.000002987998,0.0000459716,0.00006404438,9.727205e-7,0.0000229848,0.0001151479,0.00001202975,0.00003590735,0.03040874,0.969288,0.000002158449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006585405,0.05953807,0.001232581,0.08135943,0.02160799,0.00001899057,0.00007582874,0.00008020546,0.8354284],"genre_scores_gemma":[0.01530896,0.03193374,0.001231277,0.0323029,0.006207026,0.00005181857,0.00009865365,0.0001357786,0.9127297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0420567,"threshold_uncertainty_score":0.1406937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412094663","doi":"10.1007/978-3-031-97377-2_4","title":"Hydrogen","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01004692666867626,"gpt":0.2104712497118154,"spread":0.2004243230431391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000153748,0.0007784086,0.0003874263,0.0007331189,0.0008798342,0.001245967,0.0006995005,0.0008927814,0.2171271],"category_scores_gemma":[0.0001842866,0.0002940155,0.0002880083,0.0005449896,0.0003282032,0.001190401,0.001398323,0.001483232,0.1202236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006207207,"about_ca_system_score_gemma":0.0004912883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009846302,"about_ca_topic_score_gemma":0.001800017,"domain_scores_codex":[0.999813,0.000007861857,0.000003367572,0.00004282899,0.0001078896,0.00002513504],"domain_scores_gemma":[0.9999582,0.000003756075,0.000002340819,0.00001174972,0.00001450343,0.000009400685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001616296,0.00008347031,0.0001905013,0.0004654539,0.00001690867,0.000254418,0.0001147145,0.0004493227,0.02637148,0.09703121,0.457906,0.4169549],"study_design_scores_gemma":[0.000006373461,0.00001516929,0.0001141288,0.00002420091,0.000002111257,0.00008172584,0.00001981965,0.0001126456,0.006634308,0.003344019,0.9896415,0.000004072831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001887344,0.004788214,0.005112075,0.001253483,0.002712063,0.00007338631,0.00105356,0.000671475,0.9824484],"genre_scores_gemma":[0.007490182,0.002072926,0.001139645,0.000503365,0.0001884065,0.00003570916,0.0007537152,0.0001244306,0.9876916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2171271,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404547583","doi":"10.1007/978-3-031-77185-9_5","title":"Comparison of Renewable Energy Sources","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Renewable energy; Environmental science; Environmental economics; Engineering; Economics; Electrical engineering","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01242604271045208,"gpt":0.2323203309568083,"spread":0.2198942882463562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729167,0.0004279728,0.0005440916,0.001781862,0.0006458173,0.002277599,0.0007677714,0.0007130376,0.05342772],"category_scores_gemma":[0.000841608,0.0001689153,0.0005252346,0.002728786,0.0002816869,0.001568756,0.0008528921,0.0006029747,0.01005277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189249,"about_ca_system_score_gemma":0.0006980703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550983,"about_ca_topic_score_gemma":0.002464808,"domain_scores_codex":[0.9993648,0.00007491451,0.00001675255,0.00006680105,0.0004269796,0.00004977321],"domain_scores_gemma":[0.9998072,0.00005497085,0.000008360877,0.00002715753,0.00009262811,0.000009740749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003679676,0.0001322944,0.0005647626,0.001140296,0.00005395566,0.0001568292,0.0001684234,0.003635193,0.01384804,0.3309392,0.05140491,0.5975881],"study_design_scores_gemma":[0.00001987124,0.0001295137,0.002668241,0.0003205253,0.00003849993,0.0001967111,0.0002928274,0.002084066,0.01443258,0.06518579,0.9146094,0.00002185558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00911713,0.02660641,0.01001927,0.0007611722,0.001380014,0.00005888792,0.0006551322,0.0002342307,0.9511678],"genre_scores_gemma":[0.2232392,0.04704636,0.01305138,0.0007812405,0.000495255,0.0001955836,0.002712452,0.0004877515,0.7119907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05342772,"threshold_uncertainty_score":0.1787335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404547565","doi":"10.1007/978-3-031-77185-9_1","title":"Energy and Society","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Energy (signal processing); Engineering physics; Environmental science; Political science; Engineering; Physics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01054457652790089,"gpt":0.2261738587679933,"spread":0.2156292822400924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005194385,0.0009303006,0.0005452377,0.00103652,0.002298052,0.005785209,0.0005612695,0.002188785,0.1618048],"category_scores_gemma":[0.001246546,0.0002791878,0.0002780175,0.001367162,0.002132778,0.004142439,0.003371584,0.002836193,0.09890468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718569,"about_ca_system_score_gemma":0.00311156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005461033,"about_ca_topic_score_gemma":0.01251768,"domain_scores_codex":[0.9995198,0.00009377474,0.0000144197,0.00009679208,0.0002132445,0.00006190948],"domain_scores_gemma":[0.9997594,0.00003468833,0.00001148283,0.0000652302,0.00008269338,0.00004661081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008696707,0.00001476194,0.00009128846,0.00006888778,0.000003556366,0.0000278093,0.0003772614,0.00007289265,0.00020502,0.2655434,0.6470274,0.08655901],"study_design_scores_gemma":[5.942828e-7,0.00000196614,0.00004761046,0.00002862994,6.624837e-7,0.000009681927,0.00006952199,0.000009160861,0.00001920432,0.008853291,0.9909587,0.000001002086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003000414,0.008153595,0.0004735974,0.008236626,0.003901095,0.00001636586,0.000132356,0.0000635726,0.9787228],"genre_scores_gemma":[0.002697567,0.002966149,0.0001625699,0.001648633,0.0004540532,0.00002157329,0.00007551556,0.00004456761,0.9919294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1618048,"threshold_uncertainty_score":0.5412908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412094692","doi":"10.1007/978-3-031-97377-2_1","title":"Batteries","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008433945378656969,"gpt":0.200665838936336,"spread":0.1922318935576791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920071,0.001074718,0.0006210805,0.001010353,0.000908778,0.001946528,0.001264954,0.001143251,0.1756133],"category_scores_gemma":[0.0003220746,0.0004559156,0.0003983991,0.000887593,0.0003265354,0.001901159,0.001637919,0.001618552,0.1415184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007325512,"about_ca_system_score_gemma":0.000575049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000664674,"about_ca_topic_score_gemma":0.001567082,"domain_scores_codex":[0.9996922,0.0000130228,0.000009455416,0.00007047604,0.0001818594,0.00003301558],"domain_scores_gemma":[0.9999232,0.000006921903,0.000003598777,0.00001646165,0.00003850615,0.00001129429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001289651,0.00009305101,0.0001737671,0.0007416749,0.00002590131,0.0002423512,0.0001384899,0.0006283412,0.0302912,0.07200515,0.468912,0.4266191],"study_design_scores_gemma":[0.000005008593,0.00001360021,0.00005717455,0.0000400805,0.000003861312,0.0001184135,0.00002019056,0.0001658057,0.006736686,0.004220614,0.9886135,0.000005074897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002053641,0.01049981,0.01097002,0.001527945,0.004257124,0.0001141348,0.001984973,0.001493573,0.9670988],"genre_scores_gemma":[0.007371572,0.004290737,0.002370118,0.0006873063,0.0002424231,0.00007899885,0.001770849,0.0002450288,0.9829429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1756133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409975447","doi":"10.1007/978-3-031-88942-4_1","title":"Pumped Hydroelectric Energy Storage","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Hydroelectricity; Energy storage; Pumped-storage hydroelectricity; Environmental science; Electrical engineering; Engineering; Physics; Power (physics)","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008486250764660846,"gpt":0.1976630415850104,"spread":0.1891767908203495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007238165,0.0004799878,0.0003315832,0.0003852089,0.0003341097,0.0006995951,0.0004051112,0.0004060671,0.04703665],"category_scores_gemma":[0.00009736011,0.0002235476,0.0002241978,0.000610563,0.0002973358,0.001419076,0.0006475476,0.0008642615,0.01038123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004341096,"about_ca_system_score_gemma":0.0002482213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004047939,"about_ca_topic_score_gemma":0.001195859,"domain_scores_codex":[0.9999472,0.000003825829,0.000001623738,0.000010872,0.00003146086,0.000005018341],"domain_scores_gemma":[0.999981,0.000005594455,0.000001019537,0.000003568982,0.000006479891,0.000002289933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008454351,0.00006589093,0.00006287183,0.0006326865,0.00001780684,0.0001163921,0.00009012863,0.003931523,0.01793874,0.1516609,0.2189372,0.6064615],"study_design_scores_gemma":[0.000008232631,0.00003368654,0.0002270261,0.0001237811,0.000006709915,0.0001138218,0.00002553291,0.003441277,0.005027537,0.03097864,0.9600047,0.000008935003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003830153,0.04625762,0.04472249,0.002449351,0.008344257,0.00005616824,0.000523781,0.0007907884,0.8930254],"genre_scores_gemma":[0.02417465,0.01671581,0.005047571,0.000429852,0.0008184406,0.00002365578,0.0002161522,0.0001175549,0.9524565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04703665,"threshold_uncertainty_score":0.1573533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409974934","doi":"10.1007/978-3-031-88942-4_5","title":"Solar Ponds","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01614948931939398,"gpt":0.2410569524736094,"spread":0.2249074631542154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001141657,0.0005289695,0.0004331066,0.0007160461,0.0009976707,0.001540883,0.0007277587,0.0008540298,0.1064288],"category_scores_gemma":[0.0001715238,0.0003090821,0.000461359,0.0007763858,0.0003656916,0.001284285,0.001624618,0.001203626,0.04021873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143444,"about_ca_system_score_gemma":0.0004484267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006800944,"about_ca_topic_score_gemma":0.001806334,"domain_scores_codex":[0.9998646,0.000009329876,0.000003790245,0.00003700553,0.00006981276,0.0000153971],"domain_scores_gemma":[0.9999492,0.000005879089,0.000002745825,0.00001381405,0.00001710292,0.00001134686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001004647,0.0001165076,0.0003466829,0.0005787854,0.00001518418,0.0003204044,0.0002504665,0.001411368,0.03209148,0.09371005,0.2077325,0.6633261],"study_design_scores_gemma":[0.000006143106,0.0000192124,0.0002681808,0.00003633946,0.000003593238,0.0001363766,0.00004785627,0.0003173575,0.005732988,0.006933774,0.9864929,0.000005266141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004174996,0.005041866,0.01312458,0.0008381041,0.001518599,0.00007379344,0.0006136957,0.001508293,0.9731061],"genre_scores_gemma":[0.02933535,0.003850586,0.005228275,0.000540755,0.00027659,0.00005199545,0.0006604103,0.0002915183,0.9597645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1064288,"threshold_uncertainty_score":0.3560399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409974878","doi":"10.1007/978-3-031-88942-4_2","title":"Compressed Air Energy Storage","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Compressed air energy storage; Compressed air; Environmental science; Computer science; Materials science; Energy storage; Engineering; Physics; Mechanical engineering; Thermodynamics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005380361099024877,"gpt":0.1809188584472855,"spread":0.1755384973482607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007537576,0.0005215871,0.0003081547,0.0005473293,0.0004461767,0.0006438479,0.0004407768,0.0004253958,0.04544989],"category_scores_gemma":[0.0001260582,0.0001576584,0.0001738688,0.0007210294,0.0002476743,0.001118922,0.000511585,0.0006249469,0.01129827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004971884,"about_ca_system_score_gemma":0.0003604161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144183,"about_ca_topic_score_gemma":0.003173396,"domain_scores_codex":[0.9999189,0.000003820129,0.000002414026,0.00001619376,0.00004984666,0.000008795203],"domain_scores_gemma":[0.9999598,0.000006348966,0.00000185789,0.000007286265,0.00001955601,0.000005102929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001492509,0.00006810819,0.0001682244,0.0004506623,0.00001621761,0.0001253947,0.00008141236,0.001921124,0.02610015,0.06590407,0.2270169,0.6779986],"study_design_scores_gemma":[0.00001371465,0.00006930689,0.0005434705,0.0001122925,0.000009127782,0.00022416,0.0000401077,0.003810135,0.0173749,0.01112231,0.9666663,0.00001429066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009972993,0.05015046,0.02324895,0.00274776,0.006633747,0.0001260445,0.001137326,0.001410105,0.9045727],"genre_scores_gemma":[0.07927839,0.01599465,0.005188328,0.0005214234,0.001179717,0.00004498451,0.001204512,0.0001363872,0.8964517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04544989,"threshold_uncertainty_score":0.152045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404547456","doi":"10.1007/978-3-031-77185-9_6","title":"Implementation of Renewable Energy Technologies and the Need for Energy Storage","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Renewable energy; Environmental science; Environmental economics; Energy storage; Computer science; Process engineering; Engineering; Electrical engineering; Economics; Physics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008427672610335833,"gpt":0.2102653131461265,"spread":0.2018376405357907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007757158,0.0003288299,0.0002379561,0.0002271443,0.000463388,0.002501576,0.0004251151,0.001755974,0.01460245],"category_scores_gemma":[0.001021255,0.0001958735,0.0001936881,0.0004819246,0.001591102,0.004604953,0.0008721972,0.0033087,0.00220963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800688,"about_ca_system_score_gemma":0.002395599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267889,"about_ca_topic_score_gemma":0.005436889,"domain_scores_codex":[0.9996258,0.00008116055,0.00001282756,0.00004221659,0.0001884985,0.00004940037],"domain_scores_gemma":[0.9996651,0.0001919467,0.00002335143,0.00002262692,0.00006328314,0.00003370552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000219158,0.00005596728,0.00009619726,0.0001696572,0.000003951982,0.00004853858,0.0003115154,0.0005157379,0.001044918,0.7680319,0.115335,0.1143647],"study_design_scores_gemma":[0.000004110236,0.00001819961,0.0003723286,0.000200147,0.000002286635,0.00004641804,0.0002582382,0.000264522,0.0004169516,0.1058557,0.8925555,0.000005645321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003720674,0.06490336,0.004421466,0.07708454,0.006750423,0.0000240296,0.00006481703,0.00007779009,0.8429528],"genre_scores_gemma":[0.09026532,0.08965877,0.007050035,0.01433273,0.002725081,0.00008243925,0.0001185826,0.0001281951,0.7956389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01460245,"threshold_uncertainty_score":0.04885006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404547627","doi":"10.1007/978-3-031-77185-9_4","title":"Other Renewable Energy Technologies","year":2024,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Renewable energy; Environmental science; Engineering; Electrical engineering","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01271965162989212,"gpt":0.2105109405581366,"spread":0.1977912889282445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011142,0.001173001,0.000664478,0.001620253,0.001043458,0.002366015,0.0007705384,0.00130092,0.1969765],"category_scores_gemma":[0.0003326249,0.0003686192,0.000534842,0.001284121,0.0004283695,0.002124446,0.001692712,0.001988207,0.1328525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009602426,"about_ca_system_score_gemma":0.0007055996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134996,"about_ca_topic_score_gemma":0.004804465,"domain_scores_codex":[0.9997029,0.00001797551,0.000005672734,0.00004714216,0.0001951965,0.00003106607],"domain_scores_gemma":[0.9999177,0.00001492049,0.000004428515,0.00001741903,0.00002850498,0.0000169715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000267237,0.00007706168,0.00006831122,0.0003034334,0.000008897155,0.00008439575,0.0001043162,0.0004412073,0.003585388,0.06617559,0.565441,0.3636836],"study_design_scores_gemma":[0.000001681072,0.00000850882,0.00007589922,0.00006224003,0.000001877,0.00004654184,0.00001810333,0.00009790152,0.0004277886,0.007603046,0.9916531,0.000003345507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002924641,0.009140751,0.002362038,0.0006868282,0.002435594,0.00002388976,0.0001587601,0.000212087,0.9846875],"genre_scores_gemma":[0.001136629,0.003302044,0.0005692451,0.0002904621,0.0002990668,0.00001514638,0.000119237,0.00006895448,0.9941993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1969765,"threshold_uncertainty_score":0.6589521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409975185","doi":"10.1007/978-3-031-88942-4_3","title":"Energy Storage Using Solid Masses","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Environmental science","authors":[{"name":"Richard A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01534042508101374,"gpt":0.241449948289662,"spread":0.2261095232086482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007176891,0.0005795902,0.0004293996,0.000412404,0.0004165271,0.00104014,0.0004271397,0.0005469627,0.03648097],"category_scores_gemma":[0.0001119361,0.0002484823,0.0003176611,0.0005587222,0.0004643748,0.00199091,0.0008136267,0.0008661724,0.01069931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003888319,"about_ca_system_score_gemma":0.0001802324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001809268,"about_ca_topic_score_gemma":0.0004181642,"domain_scores_codex":[0.9999447,0.000004131706,0.000002140245,0.00001390108,0.00002973444,0.000005417038],"domain_scores_gemma":[0.9999787,0.00000581162,0.000001610059,0.000006075668,0.000005570516,0.000002219715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001406968,0.00005606148,0.00007439651,0.0008027218,0.00003220262,0.0001846839,0.0001551829,0.00355947,0.06935863,0.426502,0.1152898,0.3838442],"study_design_scores_gemma":[0.0000147232,0.00007143513,0.0001904329,0.0001659482,0.00001197056,0.0002561838,0.00004767109,0.004355339,0.02897865,0.07970375,0.88619,0.00001390593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01070171,0.05188596,0.06002603,0.003477119,0.008094706,0.00007209515,0.0004472588,0.000974374,0.8643206],"genre_scores_gemma":[0.07865474,0.01814626,0.009530057,0.0005533092,0.001076769,0.00005175261,0.000306879,0.0001844852,0.8914957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03648097,"threshold_uncertainty_score":0.122041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412094734","doi":"10.1007/978-3-031-97377-2_2","title":"Supercapacitors","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Supercapacitor; Materials science; Chemistry; Capacitance","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216029191349811,"gpt":0.206928238603878,"spread":0.1947679466903798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290585,0.001088081,0.0005658533,0.0009502002,0.0007524391,0.001365194,0.00105195,0.0007196564,0.07166456],"category_scores_gemma":[0.0001788696,0.000497923,0.0003557186,0.001011476,0.0003393374,0.001534645,0.001299905,0.001643326,0.04096569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006654651,"about_ca_system_score_gemma":0.0003130447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005355247,"about_ca_topic_score_gemma":0.001656899,"domain_scores_codex":[0.9997665,0.0000066546,0.000005272316,0.00005480975,0.00014172,0.00002507813],"domain_scores_gemma":[0.9999388,0.000008399999,0.000002796751,0.00001368886,0.00002599791,0.00001028424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000715945,0.00008226664,0.0000963288,0.0006906223,0.00002779595,0.0001687105,0.0001495819,0.0008482413,0.06991085,0.0534622,0.369614,0.5048778],"study_design_scores_gemma":[0.000004415259,0.00002534654,0.0001662432,0.0000610414,0.000006630782,0.0001913081,0.00002792409,0.0008101739,0.02821798,0.007125677,0.9633542,0.000009055514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003604929,0.02322998,0.0265009,0.001302291,0.005235887,0.00009604685,0.0009334409,0.001433428,0.937663],"genre_scores_gemma":[0.01305895,0.008419497,0.004239792,0.0005209552,0.0004600988,0.00005430315,0.0007346261,0.0002304661,0.9722813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07166456,"threshold_uncertainty_score":0.2397418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412094675","doi":"10.1007/978-3-031-97377-2_3","title":"Superconducting Magnetic Energy Storage","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Superconductivity in MgB2 and Alloys","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Superconducting magnetic energy storage; Superconductivity; Energy storage; Nuclear engineering; Computer science; Materials science; Electrical engineering; Engineering physics; Physics; Superconducting magnet; Condensed matter physics; Engineering; Thermodynamics","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0110885897593908,"gpt":0.2071822841052525,"spread":0.1960936943458617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001323656,0.0006178922,0.0003961739,0.000592202,0.0006937162,0.000951182,0.0003711991,0.0005224446,0.03820822],"category_scores_gemma":[0.0001740637,0.0002340412,0.000191564,0.0005925236,0.0004153017,0.001300202,0.0007707436,0.000932679,0.01313599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007773145,"about_ca_system_score_gemma":0.0003773017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006048186,"about_ca_topic_score_gemma":0.001899602,"domain_scores_codex":[0.9999048,0.000008506105,0.000002840214,0.00002061814,0.00005003455,0.00001319818],"domain_scores_gemma":[0.999961,0.00000640132,0.000002347262,0.00000660459,0.00001625525,0.000007418583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001177237,0.00006192095,0.0001095553,0.0004923371,0.00001634188,0.00009740175,0.000194153,0.0007347823,0.02694179,0.2446417,0.3449287,0.3816637],"study_design_scores_gemma":[0.00000671779,0.00002976818,0.0001878517,0.0000799742,0.000005384122,0.0001131183,0.00002893487,0.0006432789,0.00749478,0.02277227,0.9686318,0.00000597336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004769366,0.04794028,0.01274826,0.004109441,0.008141977,0.00006059663,0.0003937448,0.0005684476,0.9212679],"genre_scores_gemma":[0.03007416,0.01162301,0.002870778,0.0006074755,0.001105223,0.00003038968,0.0002467269,0.0001079669,0.9533342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03820822,"threshold_uncertainty_score":0.1278192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412094658","doi":"10.1007/978-3-031-97377-2_5","title":"Other Chemical Energy Storage Materials","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on renewable energy technologies","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science; Materials science","authors":[{"name":"R. A. Dunlap","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009288668509665771,"gpt":0.2132336249349795,"spread":0.2039449564253138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001158723,0.0008631286,0.0005160511,0.001101877,0.000938881,0.001275929,0.0006970296,0.0008504972,0.1247108],"category_scores_gemma":[0.0001435142,0.0003846007,0.000494213,0.0009516263,0.0003990093,0.001581782,0.001050454,0.001448778,0.05954781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007362823,"about_ca_system_score_gemma":0.0004632752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006369599,"about_ca_topic_score_gemma":0.002234321,"domain_scores_codex":[0.9998703,0.000005045028,0.000002502038,0.00002869559,0.00007578523,0.00001767527],"domain_scores_gemma":[0.999963,0.000006935552,0.000001972335,0.000008445224,0.00001121344,0.000008386122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020948,0.0002147906,0.00008663462,0.0008982882,0.0000195501,0.0001995809,0.0001678162,0.0007831583,0.06615309,0.09977219,0.3957408,0.4358619],"study_design_scores_gemma":[0.000005435171,0.00002404598,0.0001212774,0.00005369219,0.000003833135,0.00009767251,0.00002358412,0.0002213546,0.01149457,0.00908164,0.9788653,0.000007651132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002469551,0.01792713,0.005418606,0.001129556,0.004003636,0.00005482125,0.0004435225,0.0004531574,0.9681],"genre_scores_gemma":[0.005610154,0.005100609,0.001259712,0.0004832601,0.0003020068,0.00002296374,0.0002523687,0.000106586,0.9868623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1247108,"threshold_uncertainty_score":0.4171991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}