{"id":"W2304059494","doi":"10.1017/cbo9780511779213.002","title":"Introduction","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Legal principles and applications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048242,0.0006673606,0.0004540771,0.001057919,0.002208036,0.005175597,0.001231828,0.001975064,0.362677],"category_scores_gemma":[0.002176502,0.0002321619,0.0004196037,0.001239149,0.001040142,0.003841115,0.00255789,0.002196853,0.2079099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002132521,"about_ca_system_score_gemma":0.002091824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302505,"about_ca_topic_score_gemma":0.004196388,"domain_scores_codex":[0.9992454,0.0001113887,0.00003398636,0.0001786758,0.0003427032,0.00008789836],"domain_scores_gemma":[0.999482,0.0000944307,0.00002655992,0.00006913786,0.0002283595,0.00009949274],"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":[0.00001800772,0.0000268681,0.0001447997,0.0001554414,0.000002197917,0.00008773255,0.0007092491,0.00006673538,0.0001421909,0.08398752,0.8220972,0.09256195],"study_design_scores_gemma":[7.569116e-7,0.000003061411,0.00006519699,0.00006628567,4.012317e-7,0.00003254316,0.0001122046,0.000008885983,0.00001575051,0.002391084,0.9973024,0.000001457692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000386716,0.003486221,0.001072216,0.004317385,0.004273107,0.0000552729,0.0007966394,0.000201504,0.985411],"genre_scores_gemma":[0.003806926,0.002858055,0.0008746102,0.002360397,0.0009539319,0.00006019779,0.0009287852,0.0001770577,0.9879799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.362677,"threshold_uncertainty_score":0.9090639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220966383001875,"score_gpt":0.2297745826476385,"score_spread":0.207677944347451,"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."}}