{"id":"W4243379457","doi":"10.32920/ryerson.14646621.v1","title":"All kinds of people, all kinds of ways","year":2021,"lang":"en","type":"preprint","venue":"","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Identity (music); Gender studies; Sociology; Colonialism; Queer; Aesthetics; Art; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001247991,0.0003827085,0.0002984978,0.0007926713,0.004866424,0.005808304,0.0004475504,0.001051322,0.01924873],"category_scores_gemma":[0.002822994,0.0002454224,0.0002536045,0.000960394,0.01031772,0.009078167,0.005310834,0.002016695,0.002868785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189518,"about_ca_system_score_gemma":0.001472678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051943,"about_ca_topic_score_gemma":0.005070942,"domain_scores_codex":[0.9980286,0.0009100798,0.00006551012,0.0002573771,0.0004464449,0.0002919815],"domain_scores_gemma":[0.9990415,0.0002337469,0.00009949187,0.0002427542,0.0001380723,0.0002444438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000497516,0.00003381426,0.002321388,0.0002043113,0.00001984039,0.0002795723,0.1679178,0.0000646785,0.003830199,0.7046747,0.03614523,0.08445884],"study_design_scores_gemma":[0.000007267825,0.00002694801,0.00223043,0.0001670416,0.00001005352,0.0002999119,0.07956631,0.00005277513,0.001207735,0.05647208,0.8599402,0.00001927549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08546277,0.00276002,0.01185325,0.02888261,0.001751796,0.0001342503,0.000380887,0.0001872232,0.8685873],"genre_scores_gemma":[0.7529287,0.00238793,0.006020408,0.004296539,0.0002711022,0.0002160927,0.0001667183,0.0002357013,0.2334768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01924873,"threshold_uncertainty_score":0.0643934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525445862012654,"score_gpt":0.305982163808505,"score_spread":0.2534375776072396,"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."}}