{"id":"W7033376187","doi":"","title":"Portrait régional de la vitalité des ressources LGBT+ au Québec","year":2022,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Portrait; Context (archaeology); Natural (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001063599,0.0003059272,0.0002762726,0.0003575437,0.003707288,0.0001924512,0.00145777,0.00009629342,0.003147164],"category_scores_gemma":[0.0002068231,0.0003929398,0.0004895401,0.0007110461,0.001052404,0.000593505,0.0008805524,0.000902897,0.0002022945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223409,"about_ca_system_score_gemma":0.005128233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420111,"about_ca_topic_score_gemma":0.8537475,"domain_scores_codex":[0.9963214,0.00147856,0.0003453637,0.0006205284,0.000526135,0.0007079943],"domain_scores_gemma":[0.9976268,0.0009225387,0.0002769688,0.0006036886,0.0001244353,0.000445583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006562474,0.001016164,0.06433309,0.00007041189,0.0002357107,0.0006216742,0.7428756,0.005281386,0.00007081496,0.1044565,0.01135042,0.06962255],"study_design_scores_gemma":[0.0007143975,0.0003465221,0.2445679,0.00009079916,0.0001132432,0.001334016,0.0708406,0.008519657,0.000008224672,0.004040411,0.6689549,0.000469286],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157178,0.01235101,0.01117599,0.05208756,0.0006807028,0.0001574191,0.0000454659,0.0001981425,0.007585959],"genre_scores_gemma":[0.9695224,0.0001327964,0.002621192,0.0008765607,0.000208153,0.0000219766,0.0000181818,0.0000388843,0.02655985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.672035,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370022411497707,"score_gpt":0.2174522096285728,"score_spread":0.2037519855135957,"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."}}