{"id":"W7032011950","doi":"","title":"McGill, Shauna","year":2017,"lang":"en","type":"other","venue":"Research Portal (King's College London)","topic":"Legal Studies and Policies","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":["insufficient_payload"],"category_scores_codex":[0.002438395,0.0003935918,0.0006976171,0.0005556567,0.00458649,0.0003183947,0.001751854,0.0006863595,0.0154362],"category_scores_gemma":[0.001242747,0.0003619835,0.0002868753,0.0006083568,0.002111087,0.0001905194,0.0007338178,0.001122872,0.001418392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373343,"about_ca_system_score_gemma":0.0008412301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1930379,"about_ca_topic_score_gemma":0.2690402,"domain_scores_codex":[0.9940282,0.0005301326,0.0002990873,0.0007046378,0.002580675,0.00185728],"domain_scores_gemma":[0.9975667,0.0003388791,0.0003148527,0.0009355691,0.0003260878,0.0005179347],"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":[0.00001293348,0.00005230927,0.0001986322,0.0000707083,0.0001346946,0.0003622146,0.00053241,6.605617e-8,0.000001574034,0.1079004,0.8878326,0.002901505],"study_design_scores_gemma":[0.0003144183,0.00007616874,0.0001128156,0.0003541318,0.00001861088,0.000003435696,0.001218477,0.000001104652,0.000004153174,0.0007927168,0.996685,0.0004189981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003910386,0.003974228,4.792892e-7,0.003115521,0.001134593,0.001217286,0.001027082,0.0002779117,0.9892138],"genre_scores_gemma":[0.0101476,0.008651759,0.00004493785,0.0001899084,0.003641956,0.0001493321,0.00002850939,0.0003362849,0.9768097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1088524,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08417191745741327,"score_gpt":0.416538469221129,"score_spread":0.3323665517637157,"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."}}