{"id":"W4387134583","doi":"10.59962/9780774869102-001","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006963495,0.0001226891,0.0003023843,0.0001018408,0.0002303975,0.000299953,0.0003864849,0.000240433,0.001499974],"category_scores_gemma":[0.000009391572,0.0003095028,0.0002315211,0.00001793222,0.0001956878,0.0002155984,0.0004589304,0.0002141861,0.0005809111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004948332,"about_ca_system_score_gemma":0.00003752284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07123406,"about_ca_topic_score_gemma":0.2006461,"domain_scores_codex":[0.9989899,0.000003202864,0.0001698492,0.0003360802,0.0002959751,0.0002050249],"domain_scores_gemma":[0.9991313,0.00001615631,0.0002879044,0.0002578484,0.0002830081,0.00002374038],"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":[0.0000111884,0.00003713914,0.00003275345,0.0003538069,0.0002114218,0.0002000665,0.00001250518,0.000002583535,0.000003407109,0.08465707,0.8678566,0.04662143],"study_design_scores_gemma":[0.0004349897,0.000005496442,0.0004489294,0.0004561782,0.000192297,0.000003237546,0.00004355442,0.00007611714,1.086207e-7,0.003101393,0.994961,0.0002766839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001122452,0.00004812325,0.00002802958,0.00001318252,0.0005118555,0.000254615,0.0001848328,0.0002690064,0.9985781],"genre_scores_gemma":[0.001502579,0.0001194483,0.00002246671,0.0000719751,0.0002763757,5.423299e-7,0.00008546509,0.00005066758,0.9978705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1294121,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561676989937737,"score_gpt":0.1824850510674621,"score_spread":0.1568682811680847,"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."}}