{"id":"W7098451361","doi":"","title":"CANADIAN CATALOGUING IN PUBLICATION DATA","year":2015,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Information system; Subject access; Document retrieval; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002213593,0.002348678,0.003110791,0.02306536,0.007059753,0.01418437,0.003462667,0.001837258,0.7408066],"category_scores_gemma":[0.02073562,0.001568261,0.001421958,0.05555752,0.001440449,0.004178464,0.00226395,0.002657952,0.6584446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0267805,"about_ca_system_score_gemma":0.1305782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8287501,"about_ca_topic_score_gemma":0.8681061,"domain_scores_codex":[0.9941733,0.0001487631,0.0004898268,0.0005223781,0.003952917,0.0007127156],"domain_scores_gemma":[0.965059,0.001090891,0.0005860916,0.002529421,0.02802528,0.002709383],"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":[0.00001152355,0.000008038842,0.0001768662,0.0002020334,0.000003662467,0.00001435954,0.00002629214,0.00003597578,0.0000492903,0.001790098,0.9820664,0.01561536],"study_design_scores_gemma":[0.000005673585,0.000003010676,0.0009732133,0.0001005331,0.000004817061,0.000009959733,0.00004358176,0.0000346758,0.00005203165,0.0003424667,0.9984151,0.00001500249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004348434,0.001993111,0.0005767118,0.003197303,0.004657092,0.0003813661,0.414112,0.002222196,0.5724255],"genre_scores_gemma":[0.002179766,0.004522501,0.001592009,0.0005926635,0.0002927812,0.000174422,0.1839795,0.001029969,0.8056363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2591934,"threshold_uncertainty_score":0.3697079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2140878660001143,"score_gpt":0.2396247679954151,"score_spread":0.02553690199530079,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}