{"id":"W4232168675","doi":"10.1139/cjppacs01","title":"Subject Classification / Classification thématiqueVolume 79, 2001","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; Subject (documents); Classification scheme; Pattern recognition (psychology); Artificial intelligence; Library science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001578402,0.002839661,0.004801504,0.005149417,0.004751392,0.01312578,0.003101697,0.005347003,0.5300837],"category_scores_gemma":[0.00507171,0.0007931847,0.001277602,0.01305991,0.003019238,0.003809218,0.00263301,0.004059027,0.3108497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01099916,"about_ca_system_score_gemma":0.00750171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05196882,"about_ca_topic_score_gemma":0.0255187,"domain_scores_codex":[0.9980399,0.0002768182,0.0002135989,0.0004601213,0.0006702391,0.000339467],"domain_scores_gemma":[0.9975516,0.0005131511,0.0002272829,0.0003240684,0.001041918,0.0003420224],"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":[0.00009490446,0.00008489528,0.0005614739,0.001000178,0.00001584841,0.00007841877,0.0003126449,0.0002914238,0.0003485114,0.1162178,0.8222765,0.05871741],"study_design_scores_gemma":[0.00007009898,0.00002237701,0.001979816,0.0004949119,0.00001739256,0.0001005327,0.0001842057,0.0005196886,0.0001569515,0.02219968,0.9742348,0.0000194836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004668208,0.01016054,0.002269422,0.02719006,0.01692472,0.0008431294,0.05846626,0.001259192,0.8782185],"genre_scores_gemma":[0.02406313,0.01904961,0.003705961,0.001185864,0.008546277,0.001007149,0.03848895,0.0009537931,0.9029993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4699163,"threshold_uncertainty_score":0.6702785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06906301231952852,"score_gpt":0.3249744711535625,"score_spread":0.255911458834034,"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."}}