{"id":"W4238490608","doi":"10.18733/cpi29575","title":"Censored","year":2021,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Status quo; The Imaginary; Perspective (graphical); Poetry; Sociology; Immigration; Psychology; Linguistics; Philosophy; Political science; Psychoanalysis; Computer science; Artificial intelligence; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260321,0.00007929681,0.0001362075,0.000005182339,0.0006913775,0.00007631725,0.00007902934,0.00009076992,0.0009113433],"category_scores_gemma":[0.0001363028,0.00005718929,0.00008572428,0.0001459783,0.001214353,0.0001389952,0.00003403306,0.000122083,0.00005830527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346273,"about_ca_system_score_gemma":0.00006488304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001636567,"about_ca_topic_score_gemma":0.00006680562,"domain_scores_codex":[0.9991271,0.0001375118,0.0001001225,0.000214909,0.0001917156,0.0002285925],"domain_scores_gemma":[0.9995494,0.00005722253,0.00003171775,0.00007270442,0.0001025757,0.0001863642],"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":[0.00002697329,0.0001911416,0.006518804,0.00003032796,0.00005214897,0.0001249148,0.5576574,0.000002013121,0.00797481,0.1394757,0.2347934,0.05315233],"study_design_scores_gemma":[0.00009799798,0.00001363371,0.003564009,0.000005040843,0.000007645905,0.000004212176,0.1473262,0.000001575967,0.00004631624,0.0003778974,0.8484415,0.0001140019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690247,0.003512148,0.00003222592,0.004415653,0.0006687297,0.00006129054,0.000004674374,0.00009962819,0.122181],"genre_scores_gemma":[0.9341192,0.002658622,0.0005949644,0.001853716,0.001639285,0.000005874359,0.0000142734,0.000005198181,0.05910884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.613648,"threshold_uncertainty_score":0.997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5393898377464404,"score_gpt":0.4823332739402209,"score_spread":0.0570565638062196,"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."}}