{"id":"W6969102885","doi":"10.5683/sp3/rcxibm","title":"Sex in Canada full dataset","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Population; Government (linguistics); Sample (material); Data collection; Table (database)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008834116,0.001640326,0.001321985,0.004750977,0.002384313,0.002386788,0.002576457,0.001394246,0.09105859],"category_scores_gemma":[0.008157082,0.0007422949,0.001292161,0.009719205,0.0005699465,0.0007348635,0.001394159,0.001861585,0.05438999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034148,"about_ca_system_score_gemma":0.03681964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9425254,"about_ca_topic_score_gemma":0.9679276,"domain_scores_codex":[0.9987993,0.00009298012,0.00006890232,0.0002602808,0.0004420173,0.0003364702],"domain_scores_gemma":[0.9951564,0.0006469171,0.0002113298,0.0004559789,0.002986323,0.0005430941],"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":[0.00004764284,0.00000785764,0.001041084,0.000163078,0.00002640496,0.00001395269,0.00001571619,0.0001739271,0.00003094445,0.0002457652,0.9966395,0.001594139],"study_design_scores_gemma":[0.0002229249,0.0000117813,0.02386738,0.0004132622,0.00008081802,0.00006253542,0.0002067107,0.000519207,0.0002389084,0.0006790473,0.9736372,0.00006025592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001102962,0.00005863282,0.00003126467,0.00004394605,0.00001204239,0.000009297795,0.9988307,0.000106836,0.0007969389],"genre_scores_gemma":[0.0007544811,0.00008676561,0.0002000027,0.0000728469,0.000006238349,0.00006122717,0.9961837,0.00008866545,0.002546064],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09105859,"threshold_uncertainty_score":0.3046213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168881323615176,"score_gpt":0.2640724777525826,"score_spread":0.247184345391065,"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."}}