{"id":"W2398333562","doi":"10.1177/0021934716649644","title":"Talking Pieces","year":2016,"lang":"en","type":"article","venue":"Journal of Black Studies","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Narrative; Politics; Diversity (politics); Context (archaeology); Gender studies; Parliament; Ephemeral key; Sociology; Media studies; Political science; History; Law; Literature; Anthropology; Art","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":[0.001261122,0.000933839,0.0004157818,0.001892772,0.011447,0.008823949,0.001745863,0.001778194,0.2823282],"category_scores_gemma":[0.006528515,0.0002870598,0.0005187339,0.002174154,0.00312894,0.005479321,0.005988223,0.003231058,0.08683497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802024,"about_ca_system_score_gemma":0.003418588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03037576,"about_ca_topic_score_gemma":0.06272729,"domain_scores_codex":[0.9984491,0.0003673059,0.00006105806,0.0002476413,0.000563855,0.000311014],"domain_scores_gemma":[0.997358,0.0005615311,0.0001312721,0.0005152892,0.000816875,0.000616926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001179499,0.00002677452,0.0004136295,0.0002838456,0.00001303822,0.0004294187,0.04207839,0.00009363156,0.001138674,0.09497665,0.7259492,0.1344789],"study_design_scores_gemma":[0.000001171951,0.000003296228,0.000123402,0.00005503299,0.000002170248,0.00005700352,0.004187013,0.00001151378,0.00009226863,0.001034551,0.9944285,0.000003985216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004605063,0.001492209,0.004072926,0.01015761,0.006182829,0.0001485837,0.001668453,0.0007848293,0.9708875],"genre_scores_gemma":[0.05010774,0.001591903,0.002650546,0.003244011,0.001455889,0.0001175361,0.001401582,0.001079272,0.9383515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2823282,"threshold_uncertainty_score":0.9444818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07277185413080434,"score_gpt":0.2907900753713513,"score_spread":0.218018221240547,"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."}}