{"id":"W7105679972","doi":"10.5683/sp3/dsddpb","title":"2SLGBTQ+ CCHS 2023 [Canada] [Custom Tabulation] [CSV]","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Table (database); American Community Survey; Sexual orientation; Community health; Data system","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":[],"consensus_categories":[],"category_scores_codex":[0.0009225023,0.001864444,0.001618699,0.006077188,0.001769276,0.004097313,0.002874536,0.001017223,0.2880665],"category_scores_gemma":[0.009232563,0.001090223,0.001395405,0.02161925,0.0005289599,0.001811359,0.001980677,0.00170785,0.1928583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01188393,"about_ca_system_score_gemma":0.02626688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9118685,"about_ca_topic_score_gemma":0.909175,"domain_scores_codex":[0.99852,0.00009825977,0.0001323475,0.0002985171,0.0005178857,0.0004330271],"domain_scores_gemma":[0.9936427,0.0005812208,0.0003447819,0.0006795811,0.004244885,0.0005067178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001115755,0.000002636039,0.0002954418,0.0001143364,0.00000733652,0.000003587294,0.000009079848,0.00007599557,0.00001083023,0.0002252003,0.9983556,0.0008889758],"study_design_scores_gemma":[0.0001049058,0.000004399189,0.005797108,0.0002391654,0.00001755555,0.00001869077,0.00009295553,0.0002863079,0.0001586545,0.0006407503,0.9925973,0.00004211451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002494107,0.00001640806,0.00002343392,0.00003176685,0.00001380062,0.000006569747,0.9987084,0.000165802,0.001008995],"genre_scores_gemma":[0.0003605476,0.00005790062,0.0002007093,0.00006480376,0.00000772828,0.00005530102,0.9966069,0.0002793955,0.002366712],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2880665,"threshold_uncertainty_score":0.9636784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092700740291971,"score_gpt":0.2564392516266759,"score_spread":0.2455122442237562,"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."}}