{"id":"W3123324251","doi":"10.1111/hir.12343","title":"Shane Godbolt – A North American perspective","year":2020,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Carleton University","funders":"","keywords":"Library science; Art history; History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001207708,0.000145176,0.0003092962,0.0002600084,0.002904449,0.0001990653,0.0003667073,0.00005265225,0.001032538],"category_scores_gemma":[0.001837199,0.0001191031,0.0000559805,0.001476603,0.0001941399,0.004933262,0.00009958031,0.001590132,0.001712331],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418666,"about_ca_system_score_gemma":0.00986533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006709943,"about_ca_topic_score_gemma":0.0001369157,"domain_scores_codex":[0.9960769,0.0005972913,0.001356803,0.0001406078,0.00072262,0.001105802],"domain_scores_gemma":[0.9956151,0.0002858233,0.001187735,0.0001511781,0.0006250453,0.002135143],"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":[0.000265506,0.00002710434,0.05984446,0.0003999558,0.00001392647,0.000001846931,0.2026363,0.00005070963,4.950209e-7,0.007931114,0.6991059,0.02972273],"study_design_scores_gemma":[0.0005511502,0.000698487,0.1693646,0.00005270681,0.000001897805,0.00001468541,0.1183017,0.001650163,0.000001177314,0.0004001592,0.7088275,0.0001357628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1513383,0.0005484173,0.01475825,0.8004489,0.002452404,0.001906768,0.0001231455,0.0003476391,0.02807613],"genre_scores_gemma":[0.6728,0.001805094,0.009670269,0.3107362,0.004348666,0.000127803,0.0001440623,0.00002824417,0.0003396815],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5214617,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137739331714185,"score_gpt":0.4478227950145116,"score_spread":0.3100834633003265,"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."}}