{"id":"W4232000605","doi":"10.26522/brocked.v27i2.585","title":"Fan","year":2018,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001917472,0.00003846937,0.00004389275,0.00005964504,0.0009817478,0.0001264987,0.0001327946,0.00003343502,0.001894446],"category_scores_gemma":[0.0004082894,0.00003625263,0.00003022009,0.0001333568,0.00008413669,0.0001968743,0.000007142787,0.00009664302,0.0002424046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008479077,"about_ca_system_score_gemma":0.00177734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008417706,"about_ca_topic_score_gemma":0.0001402991,"domain_scores_codex":[0.9993139,0.00009278172,0.000119196,0.00006800002,0.0002302862,0.0001758248],"domain_scores_gemma":[0.999338,0.00002234241,0.00007589084,0.00005814932,0.0002182704,0.0002873648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007165404,0.000137304,0.01203498,0.000004419815,0.00001321553,8.614617e-7,0.09629919,5.51078e-7,0.001561094,0.006137836,0.5881321,0.2956713],"study_design_scores_gemma":[0.00008682835,0.00002283814,0.00991591,0.00002804861,0.000006468391,0.00003172594,0.04832744,0.000001507021,0.0003208921,0.00836968,0.9328052,0.0000834359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5276841,0.0006611461,0.004691258,0.008171178,0.01447479,0.0001228457,5.445614e-7,0.00005609343,0.4441381],"genre_scores_gemma":[0.9540774,0.0001220101,0.001110567,0.001361656,0.01051127,0.000001392486,6.787773e-7,0.000005554803,0.03280946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4263933,"threshold_uncertainty_score":0.999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464442583145343,"score_gpt":0.3766385976203536,"score_spread":0.3419941717889002,"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."}}