{"id":"W4411656885","doi":"10.51847/ueth4fss92","title":"10.51847/UETH4Fss92","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Legal Language and Interpretation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statutory law; Law; Political science; Law and economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001557127,0.00004325861,0.00005544079,0.00002588346,0.0001279905,0.00005437523,0.0001291589,0.00003823659,0.9966484],"category_scores_gemma":[0.00006466798,0.00004132584,0.00003009556,0.0001374411,0.00003224156,0.0001576643,0.000007614319,0.00003994192,0.9802999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003163064,"about_ca_system_score_gemma":0.00003315529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000925063,"about_ca_topic_score_gemma":0.000009866269,"domain_scores_codex":[0.9994701,0.00005663508,0.00007015936,0.00009615621,0.00015278,0.0001541465],"domain_scores_gemma":[0.9997618,0.00002885071,0.00001062691,0.00008636142,0.00002854004,0.00008377182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001507183,0.00001107731,1.737995e-7,6.307385e-7,0.000003300711,0.000002271972,0.00357484,0.000004903541,0.00002937163,0.00004079337,0.01976688,0.9765507],"study_design_scores_gemma":[0.0000408793,0.00003642163,0.00001189352,0.000005392947,0.00000385472,2.409266e-7,0.0000173056,0.00002525245,0.00001801042,0.000005360162,0.999773,0.0000624065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001009339,0.00003884547,8.952508e-7,0.0007109988,0.000003487537,0.00008491146,0.000002748743,0.00008486657,0.9980639],"genre_scores_gemma":[0.006888431,3.443197e-7,0.00005606008,0.0002466919,0.0001855266,0.000006062275,0.000004024466,0.000005454769,0.9926074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9800061,"threshold_uncertainty_score":0.1685219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005670046911103396,"score_gpt":0.2309536359093813,"score_spread":0.2252835889982779,"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."}}