{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"120ae5d4f115","filters":{"venue":"Metal Finishing"}},"results":[{"id":"W2048689038","doi":"10.1016/s0026-0576(09)80205-5","title":"Elaboration of Al2O3/PTFE icephobic coatings for protecting aluminum surfaces","year":2009,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Université du Québec à Chicoutimi","keywords":"Materials science; Composite material; Coating; Tetrafluoroethylene; X-ray photoelectron spectroscopy; Dewetting; Phosphoric acid; Contact angle; Aluminium; Fourier transform infrared spectroscopy; Adhesion; Oxalic acid; Scanning electron microscope; Chemical engineering; Metallurgy; Polymer; Wetting; Chemistry","authors":[{"name":"Richard Menini","is_ca":true},{"name":"M. Farzaneh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03195444369947271,"gpt":0.2772908963687424,"spread":0.2453364526692697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001004212,0.0002868579,0.0001737498,0.0001490468,0.0001356573,0.0001911176,0.0002310332,0.0002532763,0.0006332537],"category_scores_gemma":[0.000132385,0.0001622173,0.000231832,0.0001438256,0.000110438,0.0001734522,0.0001564729,0.0003713793,0.0002637081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122805,"about_ca_system_score_gemma":0.0001326513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007808729,"about_ca_topic_score_gemma":0.001638603,"domain_scores_codex":[0.9999342,0.000004159416,0.000004487513,0.00001303384,0.00002122463,0.00002290298],"domain_scores_gemma":[0.9999573,0.000006254669,0.00001416528,0.000006910886,0.000008215524,0.000007129812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001445682,0.000006421233,0.0000308221,0.00001583906,0.000002285821,0.00003803553,0.000008309574,0.00004480429,0.9990409,0.00003528056,0.00001508309,0.0007477915],"study_design_scores_gemma":[0.000002088543,0.00002127408,0.0004350287,8.05155e-7,0.000003755245,0.00004227658,0.000003978892,0.0002610295,0.9986966,0.000009815515,0.0005218761,0.000001370523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983286,0.0006555611,0.01295063,0.00005851997,0.00003521851,0.00004407561,0.000181809,0.0001498596,0.002638486],"genre_scores_gemma":[0.9902582,0.0003824933,0.007086051,0.00002831271,0.000007342075,0.00001242324,0.0002133235,0.00003317056,0.001978707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007808729,"threshold_uncertainty_score":0.002118409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252940880","doi":"10.1016/s0026-0576(01)85285-5","title":"Nickel plating","year":2001,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"","keywords":"Chemistry; Genetic algorithm; Nickel; Divalent; Inorganic chemistry; Sulfate; Metal; Stability constants of complexes; Environmental chemistry; Aqueous solution; Physical chemistry","authors":[{"name":"George A. DiBari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01751627770336427,"gpt":0.2462923437010696,"spread":0.2287760659977054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002473578,0.0008337025,0.0005549439,0.001048999,0.001322633,0.00108309,0.0008219336,0.0006126211,0.04193005],"category_scores_gemma":[0.000403835,0.0003847391,0.0003792432,0.0006768894,0.0002918007,0.0005575117,0.001061133,0.0006523143,0.02924459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320333,"about_ca_system_score_gemma":0.0006213543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271392,"about_ca_topic_score_gemma":0.003366518,"domain_scores_codex":[0.9992403,0.00003078922,0.00004238302,0.0001819874,0.0004062386,0.00009833655],"domain_scores_gemma":[0.999762,0.00001326514,0.00001423026,0.00007137429,0.0001158623,0.00002332149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003885204,0.0001369055,0.001889824,0.0007615214,0.00004315333,0.0008620527,0.0003840414,0.0004327958,0.7667089,0.01111878,0.03673854,0.1805351],"study_design_scores_gemma":[0.00001727965,0.0001184731,0.001578217,0.00004042694,0.00002606495,0.000896865,0.0001276953,0.0005973937,0.6757764,0.0006426345,0.3201609,0.00001771983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1190606,0.003248599,0.04832388,0.0009160491,0.001902654,0.0007225084,0.003361914,0.007973348,0.8144904],"genre_scores_gemma":[0.2213612,0.002122794,0.02447429,0.0004436752,0.0001184166,0.0002404106,0.004727034,0.0005982191,0.745914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04193005,"threshold_uncertainty_score":0.14027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253998602","doi":"10.1016/s0026-0576(00)80334-7","title":"Nickel plating","year":2000,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"","keywords":"Plating (geology); Nickel; Materials science; Metallurgy; Geology","authors":[{"name":"George A. DiBari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01229556970792844,"gpt":0.2299282648522723,"spread":0.2176326951443439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002716641,0.00123998,0.0009330355,0.001064334,0.001563961,0.001039865,0.001227838,0.0006932363,0.03853173],"category_scores_gemma":[0.0004438343,0.0005408456,0.0004791479,0.0007277906,0.0003365016,0.0006601281,0.001112126,0.0009259555,0.03068033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008402786,"about_ca_system_score_gemma":0.0009035514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016542,"about_ca_topic_score_gemma":0.005306602,"domain_scores_codex":[0.9990789,0.0000295282,0.00005831822,0.0002866647,0.0003876341,0.0001588871],"domain_scores_gemma":[0.9997057,0.00001639468,0.00001658974,0.0001010835,0.0001311536,0.00002896491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003989456,0.0001290893,0.001045526,0.001110838,0.00005716612,0.000817466,0.0004203478,0.0002600699,0.8620073,0.01035842,0.03845599,0.08493884],"study_design_scores_gemma":[0.00002237969,0.0001021052,0.00113353,0.0000562473,0.00003238971,0.000534613,0.0001123169,0.0005691192,0.7350051,0.0004893838,0.2619213,0.0000213804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1757223,0.005025459,0.04794391,0.001123296,0.002846674,0.001912439,0.008838288,0.01430945,0.7422782],"genre_scores_gemma":[0.3468597,0.004027236,0.04161398,0.0007262112,0.0002200536,0.0008883957,0.01319744,0.00147128,0.5909958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03853173,"threshold_uncertainty_score":0.1289014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084070820","doi":"10.1016/s0026-0576(13)70233-2","title":"A Comparative Study of Tin-Nickel Alloys Obtained by Electroplating and Casting","year":2013,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Electroplating; Metallurgy; Materials science; Nickel; Tin; Casting; Composite material","authors":[{"name":"B. В. Кузнецов","is_ca":false},{"name":"T.N. Vorobyova","is_ca":true},{"name":"Vassili P. Glibin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03602743468306277,"gpt":0.2739406648234353,"spread":0.2379132301403725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003542684,0.0003052564,0.0006020691,0.0008586044,0.0006933665,0.0006614994,0.0004685822,0.0004767635,0.002018559],"category_scores_gemma":[0.0007842313,0.0002136902,0.0003656679,0.001104133,0.0003501915,0.0003493555,0.0001671291,0.0002447774,0.0004777254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029437,"about_ca_system_score_gemma":0.0004704705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569783,"about_ca_topic_score_gemma":0.008511387,"domain_scores_codex":[0.999639,0.00003967194,0.00002356817,0.00004390794,0.0001909578,0.00006293104],"domain_scores_gemma":[0.9996175,0.00008396815,0.00003804815,0.00004697527,0.0001877601,0.00002577983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001299157,0.00007245126,0.001635623,0.0003767566,0.00003353713,0.0004545606,0.0002443687,0.0003940449,0.9835402,0.0003354853,0.00009729569,0.01151655],"study_design_scores_gemma":[0.00001943681,0.001157718,0.01866638,0.00001822194,0.0001202183,0.0005546203,0.0003425064,0.0008425702,0.9724176,0.00007906466,0.005768489,0.00001315818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864411,0.003364718,0.00128699,0.00001445284,0.00004364133,0.00003252838,0.0001530875,0.00003694274,0.008626658],"genre_scores_gemma":[0.9862559,0.001417015,0.002681371,0.0000079901,0.00001491327,0.00001065176,0.0003904737,0.00004152931,0.009180097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003569783,"threshold_uncertainty_score":0.007098019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242295417","doi":"10.1016/s0026-0576(02)82041-4","title":"Electroforming","year":2002,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"","keywords":"Electroforming; Materials science; Composite material","authors":[{"name":"Tony Hart","is_ca":true},{"name":"Alec Watson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02032442685598208,"gpt":0.2019909639317248,"spread":0.1816665370757427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001793184,0.0005498784,0.0004286883,0.00033909,0.0005126711,0.0007997604,0.0005738955,0.0004957278,0.02535303],"category_scores_gemma":[0.0004626446,0.0003061669,0.0003587264,0.0003301663,0.0002528724,0.000521504,0.0008219586,0.0005472463,0.01015545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529408,"about_ca_system_score_gemma":0.0003830185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005268139,"about_ca_topic_score_gemma":0.0008602303,"domain_scores_codex":[0.9996279,0.00001391123,0.00001481705,0.00008132056,0.0002185829,0.00004343757],"domain_scores_gemma":[0.9998481,0.00001194513,0.00001507065,0.00006903897,0.00004517606,0.00001063269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002393808,0.0001616376,0.001921611,0.0003832996,0.00004595079,0.0005321626,0.000440563,0.02075297,0.6045213,0.0588333,0.0386337,0.273534],"study_design_scores_gemma":[0.00005798674,0.0003072769,0.002418934,0.00003020939,0.00003547266,0.00108722,0.0001041769,0.04406244,0.6169562,0.003602976,0.3312972,0.00003995771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.175949,0.0006659756,0.2633772,0.0004808742,0.001512185,0.0005631738,0.00130124,0.007936737,0.5482136],"genre_scores_gemma":[0.6542669,0.0004466243,0.101446,0.0003311594,0.00008716151,0.0002342758,0.001839479,0.001122578,0.2402258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02535303,"threshold_uncertainty_score":0.08481431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057025934","doi":"10.1016/s0026-0576(03)90024-9","title":"Progress in hard anodizing of aluminum: Report of the IHAA conference in Quebec, September 21–25, 2002","year":2003,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Anodizing; Aluminium; Materials science; Metallurgy","authors":[{"name":"D. R. Gabe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02277126806414085,"gpt":0.2543065749617641,"spread":0.2315353068976233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002875537,0.0007427679,0.0005721901,0.002510686,0.003315434,0.002082914,0.001175787,0.0006070542,0.008583383],"category_scores_gemma":[0.001213993,0.0003562562,0.0004306804,0.001977645,0.0008151461,0.0009814949,0.0008811077,0.001047587,0.001004521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0113314,"about_ca_system_score_gemma":0.01498006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8369776,"about_ca_topic_score_gemma":0.9257802,"domain_scores_codex":[0.9988787,0.00006358771,0.00004612417,0.0001445792,0.0006349857,0.0002321107],"domain_scores_gemma":[0.997128,0.0002187694,0.0001133369,0.00009566886,0.002177335,0.0002670127],"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":[0.001728923,0.0008144328,0.02668383,0.002063888,0.0003003793,0.0008044079,0.001878517,0.01063013,0.2751572,0.006424529,0.1287928,0.544721],"study_design_scores_gemma":[0.0002034457,0.0006299345,0.1383257,0.0002682983,0.0001628021,0.0003557389,0.001420577,0.005645558,0.2402705,0.001056583,0.61146,0.0002009137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6868581,0.09208471,0.02986624,0.01830731,0.003538946,0.0007973986,0.00486694,0.0007009507,0.1629794],"genre_scores_gemma":[0.5479048,0.03698393,0.02698599,0.001499787,0.0005158556,0.0001095022,0.008204343,0.0003563512,0.3774394],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8369776,"threshold_uncertainty_score":0.3279649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991570454","doi":"10.1016/s0026-0576(05)80076-5","title":"The study of industrial powder coating booth designs with numerical simulations","year":2005,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Aerosol Filtration and Electrostatic Precipitation","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":"Western University","funders":"","keywords":"Coating; Powder coating; Materials science; Composite material","authors":[{"name":"Umang V. Shah","is_ca":true},{"name":"Jesse Zhu","is_ca":true},{"name":"C. Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04671172565491081,"gpt":0.2626586959211109,"spread":0.2159469702662001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007598953,0.0005548064,0.0009908236,0.000669952,0.0006039254,0.0008466218,0.0007559497,0.001400587,0.002718913],"category_scores_gemma":[0.004259076,0.0004964728,0.0006350363,0.0005502839,0.000627402,0.0004033644,0.0003242503,0.0004720145,0.0002275826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065941,"about_ca_system_score_gemma":0.0008168046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007127696,"about_ca_topic_score_gemma":0.003829752,"domain_scores_codex":[0.9996027,0.0001303991,0.00001703305,0.00003959098,0.0001399706,0.00007024569],"domain_scores_gemma":[0.9969004,0.00225224,0.00026486,0.000174725,0.0003425317,0.00006519215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004982809,0.00006338602,0.0006546676,0.00007051732,0.00001024923,0.00005065299,0.00004006836,0.989408,0.00291303,0.001994521,0.0002197506,0.004525316],"study_design_scores_gemma":[0.00001003592,0.00003271144,0.0002016727,0.000003355345,0.000003785937,0.000009246434,0.00001131905,0.998418,0.0009401687,0.0001490785,0.0002170808,0.000003600954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8478951,0.001000528,0.1119729,0.0003865674,0.0001034685,0.0002077667,0.0002623225,0.0004328169,0.03773851],"genre_scores_gemma":[0.9794847,0.000171898,0.0176943,0.00002287324,0.00001884008,0.00006218862,0.00005654686,0.00006403603,0.00242455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007127696,"threshold_uncertainty_score":0.01417243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766511566","doi":"10.1016/s0026-0576(05)80467-2","title":"Payback time for metal finishers","year":2005,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Manufacturing Process and Optimization","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":"Nickel Institute","funders":"","keywords":"Environmental science","authors":[{"name":"Nat Nickels","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01140427889272692,"gpt":0.2094601476140431,"spread":0.1980558687213161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839501,0.0005096336,0.0009486281,0.00126295,0.001498273,0.002418768,0.001138887,0.002066935,0.09015724],"category_scores_gemma":[0.01119605,0.0004156033,0.0006163868,0.0006252805,0.0002771301,0.001619007,0.0009815146,0.001783895,0.009700415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816105,"about_ca_system_score_gemma":0.002247111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802967,"about_ca_topic_score_gemma":0.002699086,"domain_scores_codex":[0.9981496,0.0002844342,0.00006635945,0.000202061,0.0006465767,0.0006509348],"domain_scores_gemma":[0.9925834,0.003661579,0.0004461477,0.0007406569,0.001073252,0.001494975],"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":[0.01173564,0.001737685,0.01979812,0.0002469989,0.00008214862,0.001212483,0.0003963482,0.016675,0.0118482,0.0251331,0.104522,0.8066122],"study_design_scores_gemma":[0.002569772,0.0102168,0.1630568,0.0003833611,0.0005691643,0.006774879,0.01069026,0.3107151,0.03512347,0.1179947,0.3414595,0.0004462648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7314194,0.004407631,0.05474707,0.0197952,0.005546607,0.0005162074,0.002564699,0.006583756,0.1744195],"genre_scores_gemma":[0.950838,0.0003163737,0.004408712,0.0006786786,0.0002129791,0.00006669683,0.0008236946,0.0002320248,0.0424228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09015724,"threshold_uncertainty_score":0.301606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254853920","doi":"10.1016/s0026-0576(13)70260-5","title":"Manufacturing Outlook Reflects Tempered Optimism for 4th Quarter","year":2013,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Optimism; Quarter (Canadian coin); Psychology; History; Social psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02404050231085452,"gpt":0.2300526174114922,"spread":0.2060121151006376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001581026,0.0003142084,0.0002106011,0.0006749256,0.002297533,0.006672369,0.0003606954,0.001815318,0.0139922],"category_scores_gemma":[0.002918767,0.0001268529,0.0002634874,0.0007234901,0.0008735025,0.002242077,0.001262512,0.003126616,0.003733563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003555179,"about_ca_system_score_gemma":0.001423035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005493564,"about_ca_topic_score_gemma":0.01271087,"domain_scores_codex":[0.9991719,0.00007254287,0.00003104981,0.0001137744,0.0003530774,0.0002577467],"domain_scores_gemma":[0.9984941,0.0001281266,0.0001544879,0.00008906394,0.0006834207,0.0004507263],"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":[0.001326266,0.0002363405,0.02709863,0.0002410834,0.00007487963,0.001071861,0.005126956,0.002672658,0.01488808,0.2683197,0.4306271,0.2483165],"study_design_scores_gemma":[0.00001520414,0.0002969223,0.05512651,0.0001133745,0.00002062727,0.0003500585,0.008609252,0.001067934,0.00305299,0.0270802,0.9041882,0.0000787714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3604652,0.004376225,0.005246575,0.143085,0.007015753,0.00002714232,0.00171975,0.0005973373,0.477467],"genre_scores_gemma":[0.8667637,0.002103282,0.002065867,0.01086715,0.0006349508,0.00001656294,0.0007162976,0.0002024265,0.1166298],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0139922,"threshold_uncertainty_score":0.04680854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237959322","doi":"10.1016/s0026-0576(01)81999-1","title":"Spraybake Canada Ltd., Booth 1303","year":2001,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02013385130883702,"gpt":0.1757120692832158,"spread":0.1555782179743787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007486188,0.001334958,0.0009486561,0.001768886,0.004169757,0.001721662,0.001513522,0.001427775,0.3434922],"category_scores_gemma":[0.001081088,0.0009832015,0.0004658241,0.001180912,0.001002014,0.0008743911,0.001344279,0.001702107,0.1019449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004230173,"about_ca_system_score_gemma":0.0119715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2950358,"about_ca_topic_score_gemma":0.6544502,"domain_scores_codex":[0.9986349,0.0000675779,0.00003208446,0.0003180208,0.0008082414,0.0001391715],"domain_scores_gemma":[0.9982927,0.0001582955,0.00006521152,0.0001062049,0.0009880007,0.0003895093],"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":[0.001230925,0.0004643901,0.004296482,0.001512172,0.00007035502,0.000537512,0.000609216,0.0009019533,0.2172611,0.006859127,0.2205902,0.5456665],"study_design_scores_gemma":[0.0002007559,0.0007192541,0.01247492,0.0003089534,0.00009470773,0.0007240071,0.0006724196,0.00125317,0.02159246,0.001061792,0.9608429,0.00005454236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07405789,0.01834131,0.03036899,0.005001591,0.001219301,0.001741513,0.01329141,0.01027753,0.8457006],"genre_scores_gemma":[0.03891681,0.003832351,0.01204557,0.0006117726,0.00003152294,0.0001952075,0.003440814,0.0007770924,0.9401489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7049642,"threshold_uncertainty_score":0.9364287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}