{"id":"W7112594812","doi":"","title":"McGill, Mary","year":2018,"lang":"","type":"article","venue":"Digital Howard (Howard University)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["sts"],"category_scores_codex":[0.0001889972,0.0004395399,0.0004752468,0.0004174424,0.003790539,0.0003867541,0.0007940035,0.0003499409,0.0008198926],"category_scores_gemma":[0.0001231776,0.0004766191,0.0005263338,0.002327749,0.00335934,0.002344294,0.0008119686,0.0003020828,0.001585722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006597,"about_ca_system_score_gemma":0.0003782204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005774774,"about_ca_topic_score_gemma":0.0005812976,"domain_scores_codex":[0.9969319,0.0001421959,0.0003040911,0.0008243028,0.0007581839,0.001039317],"domain_scores_gemma":[0.9979566,0.0001373266,0.0002177384,0.0004714209,0.0006332886,0.0005836083],"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":[0.0007163421,0.001122149,0.00452219,0.0001545537,0.00152286,0.001420231,0.02289497,0.00001940943,0.0000466963,0.6929823,0.1080444,0.1665539],"study_design_scores_gemma":[0.0006589412,0.0004047915,0.00168733,0.00006253758,0.0001450809,0.000007369481,0.01703136,0.00004117372,0.00003445362,0.001022024,0.9782696,0.000635289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04477713,0.0001434225,0.0001864144,0.004036832,0.002152264,0.0004102116,0.0008142135,0.0002323295,0.9472472],"genre_scores_gemma":[0.8574261,0.0004147683,0.00007007318,0.0001830926,0.001189608,4.498829e-7,0.00002555308,0.00003169632,0.1406586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8702253,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769416262196933,"score_gpt":0.2280137086973374,"score_spread":0.2103195460753681,"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."}}