{"id":"W7112378193","doi":"","title":"2018-June-21-Noah McGill","year":2018,"lang":"","type":"article","venue":"Digital Commons - East Tennessee State University (East Tennessee State University)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0006339122,0.001825652,0.001769081,0.002288244,0.01226039,0.001001711,0.003347434,0.000657309,0.0009401162],"category_scores_gemma":[0.0001886606,0.002164521,0.001311024,0.008237025,0.008934734,0.007364772,0.003449271,0.001367145,0.001746835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362677,"about_ca_system_score_gemma":0.001234603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005146972,"about_ca_topic_score_gemma":0.0361267,"domain_scores_codex":[0.9901788,0.0008689156,0.001037005,0.002642975,0.001756343,0.003515924],"domain_scores_gemma":[0.9913226,0.000435002,0.001180708,0.001751221,0.003119797,0.002190697],"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":[0.01837907,0.0169222,0.03460297,0.002093817,0.01617363,0.03451049,0.2081228,0.002043793,0.0009832486,0.3831864,0.1921435,0.09083807],"study_design_scores_gemma":[0.003728358,0.0007127002,0.002739487,0.0003573835,0.000668394,0.0000689681,0.1410126,0.0005459927,0.00003649793,0.001108124,0.846302,0.002719508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3796404,0.0002592369,0.002804564,0.01145516,0.006285037,0.0025835,0.02734146,0.001494629,0.568136],"genre_scores_gemma":[0.8499032,0.0007004404,0.00008852117,0.0001080975,0.0004333723,8.620568e-7,0.0003281118,0.0001547075,0.1482827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6541585,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884409626577761,"score_gpt":0.2102896738011162,"score_spread":0.1914455775353386,"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."}}