{"id":"W4391688339","doi":"10.51644/9781771120692-002","title":"Author’s Note","year":2014,"lang":"de","type":"book-chapter","venue":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003628487,0.0008897447,0.001407413,0.002198517,0.004260006,0.007140168,0.003542325,0.004591259,0.3934628],"category_scores_gemma":[0.03743281,0.0004850983,0.001174883,0.002366256,0.001649319,0.003619697,0.003212397,0.00664324,0.2873071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546546,"about_ca_system_score_gemma":0.01068567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005089295,"about_ca_topic_score_gemma":0.007532533,"domain_scores_codex":[0.9943451,0.0005531875,0.0004833844,0.001323214,0.002789051,0.0005061285],"domain_scores_gemma":[0.9759771,0.003281526,0.0005787528,0.002244721,0.01582162,0.002096311],"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":[0.000008469478,0.00000782649,0.00005151021,0.0000679923,0.000001507832,0.0000617938,0.0000688535,0.00001214634,0.0000527259,0.002270762,0.9843774,0.01301906],"study_design_scores_gemma":[0.000002589371,0.000003873341,0.00007501122,0.000128253,0.000001080653,0.00009083145,0.0000621189,0.000009151046,0.00004318835,0.0004759275,0.9991043,0.000003659593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007331165,0.007198818,0.002232292,0.1162564,0.4009168,0.0006121347,0.006355143,0.001519895,0.4641754],"genre_scores_gemma":[0.006657198,0.004344886,0.002485434,0.0608187,0.02634384,0.0007871065,0.003124477,0.001182417,0.8942559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6065372,"threshold_uncertainty_score":0.8651516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425187119036065,"score_gpt":0.310841167372935,"score_spread":0.2765892961825743,"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."}}