{"id":"W2315603950","doi":"","title":"Ethics in the Cultural and Educational Industries","year":2017,"lang":"en","type":"article","venue":"Journal of Information Ethics","topic":"Law, Rights, and Freedoms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Happiness; Sociology; Law and economics; Paternalism; Argument (complex analysis); Social psychology; Law; Positive economics; Psychology; Political science; Economics","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00588396,0.00003985577,0.00007006432,0.00005419602,0.00152963,0.0006321736,0.0003661581,0.0002709788,0.00002457792],"category_scores_gemma":[0.008426838,0.00002328789,0.00002461352,0.00006049827,0.004138518,0.003329572,0.00001846819,0.001505913,0.000006032687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000422429,"about_ca_system_score_gemma":0.001103301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774112,"about_ca_topic_score_gemma":0.0003751188,"domain_scores_codex":[0.9987669,0.0001977671,0.0002950945,0.0000197623,0.0006305904,0.00008987286],"domain_scores_gemma":[0.9978964,0.0007822733,0.0005385519,0.00008302412,0.0006554315,0.00004437306],"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":[0.000004365944,0.000006441556,0.002937956,0.000007101046,0.000003326938,2.959225e-7,0.2481117,0.000005034992,4.290005e-7,0.7449265,0.00269066,0.001306239],"study_design_scores_gemma":[0.0005963263,0.0000540837,0.04252965,0.0001262793,0.00001550968,0.00003827718,0.1263873,0.00002468256,0.00001908301,0.1097875,0.7202955,0.0001258201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1698641,0.0002606632,0.002772571,0.7503424,0.002290841,0.0002204852,0.0000083253,0.000008344942,0.07423223],"genre_scores_gemma":[0.9955466,0.001190833,0.0002270656,0.002327802,0.0004983813,8.806042e-7,0.000001633532,0.00000100853,0.0002057562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8256825,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1707345475682381,"score_gpt":0.428729601496781,"score_spread":0.2579950539285428,"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."}}