{"id":"W4255623673","doi":"10.22215/etd/2011-09599","title":"(Out)standing in their field : a qualitative study of Gays of Ottawa, 1971-1984","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Mathematics","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":[0.004724486,0.0005640161,0.0009887961,0.002685777,0.02625986,0.007392737,0.003325768,0.002104215,0.005743383],"category_scores_gemma":[0.009750965,0.001512736,0.0005817528,0.003549845,0.01612628,0.004564677,0.008204062,0.005414223,0.0007581454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03497817,"about_ca_system_score_gemma":0.03653347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8779829,"about_ca_topic_score_gemma":0.9661208,"domain_scores_codex":[0.9962391,0.001473316,0.0002299961,0.0003400742,0.0004610526,0.001256415],"domain_scores_gemma":[0.9895591,0.003387468,0.001430384,0.0004698403,0.001478954,0.003674241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002281094,0.00002233913,0.01206785,0.00004320067,0.000003525016,0.0002072616,0.9856563,0.000006550334,0.0001683173,0.0002505138,0.0002930041,0.001258383],"study_design_scores_gemma":[0.000001078372,0.00001352907,0.01208728,0.00006726479,0.000003511905,0.00004020608,0.9854218,0.00000455587,0.00003780994,0.0000263355,0.002286862,0.000009801985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933783,0.00110459,0.00008067423,0.001584874,0.00004017773,0.00007296495,0.0002176155,0.000007387825,0.0035134],"genre_scores_gemma":[0.9900916,0.001260711,0.0001609893,0.0006886824,0.000007686621,0.00009296427,0.0001349323,0.00002135394,0.007541228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220171,"threshold_uncertainty_score":0.2537856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08857335327883832,"score_gpt":0.4282215308092211,"score_spread":0.3396481775303828,"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."}}