{"id":"W4392421716","doi":"10.5771/9781538165911-3","title":"CULTURE","year":2022,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004202174,0.0003416094,0.0003714045,0.0001651342,0.00088092,0.000712736,0.000956839,0.0006975523,0.02084734],"category_scores_gemma":[0.0001606714,0.0003900944,0.0003507573,0.00004271871,0.0003485104,0.0003550976,0.000171683,0.001244506,0.0001245958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004680896,"about_ca_system_score_gemma":0.001042979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03968158,"about_ca_topic_score_gemma":0.0430848,"domain_scores_codex":[0.997579,0.0000679903,0.000326453,0.0005429428,0.000865093,0.0006184811],"domain_scores_gemma":[0.9984946,0.0001061457,0.0002871931,0.0005834177,0.00009616226,0.0004325343],"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":[0.000003974174,0.000001746831,0.000001419278,0.000008116052,0.00002946539,0.000025884,0.003814057,1.413039e-7,2.928946e-7,0.5127048,0.4796905,0.003719607],"study_design_scores_gemma":[0.0001235674,0.00003446838,0.000005618233,0.00003355294,0.00003636713,0.000002968852,0.0003380012,1.662557e-7,0.00000142957,0.07659806,0.9224092,0.0004165524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006319592,0.0005367033,0.000002367065,0.009592153,0.001173386,0.0003400396,0.0002401859,0.0001389372,0.9879699],"genre_scores_gemma":[0.001302585,0.00005924818,0.00003173705,0.01081224,0.001916193,0.00003382906,0.00005085185,0.00006469536,0.9857286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4427188,"threshold_uncertainty_score":0.9998551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196800415467848,"score_gpt":0.2508255300571155,"score_spread":0.228857525902437,"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."}}