{"id":"W4382449930","doi":"10.1515/9780773553705-001","title":"Author's Note","year":2018,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0002048633,0.0003331137,0.0003823655,0.0001670826,0.00281919,0.00005746604,0.0004796445,0.0006192478,0.0004262353],"category_scores_gemma":[0.0000252589,0.0003572644,0.0003152106,0.00002074117,0.001105885,0.0001324952,0.0004632768,0.0004022504,0.00009608901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004603033,"about_ca_system_score_gemma":0.0001449769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006491347,"about_ca_topic_score_gemma":0.0000626836,"domain_scores_codex":[0.9981664,0.00009542782,0.0001907134,0.0005227773,0.0005732374,0.0004514711],"domain_scores_gemma":[0.9986082,0.00009815791,0.0002330721,0.0004341259,0.0003633254,0.0002631608],"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":[0.00002569553,0.000006796055,5.093773e-7,0.00001677219,0.00011302,0.00009909939,0.001719419,0.000001500169,5.489918e-7,0.9524779,0.04471371,0.0008250277],"study_design_scores_gemma":[0.0002312855,0.00004374985,0.000005153399,0.00008427888,0.0002114581,5.805119e-7,0.0003632327,0.000002332989,0.00001075907,0.002839251,0.9957712,0.0004367376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002503863,0.000002486732,0.00004431049,0.001178738,0.0007205402,0.000422194,0.0003850955,0.000246703,0.9969974],"genre_scores_gemma":[0.001067469,0.0001007267,0.0002088866,0.0001017044,0.0006586169,7.772271e-7,0.00001927533,0.00004070196,0.9978018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9510575,"threshold_uncertainty_score":0.9998879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589665619702388,"score_gpt":0.2574871840344428,"score_spread":0.2315905278374189,"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."}}