{"id":"W568743436","doi":"10.1017/cbo9780511802034.011","title":"Refining the Classification of Schemes","year":2008,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Refining (metallurgy); Computer science; Materials science; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01483432,0.0008121503,0.0009955519,0.00483972,0.003994569,0.01158145,0.002925821,0.003003212,0.01588103],"category_scores_gemma":[0.02508998,0.0007937783,0.001408051,0.005254196,0.01486551,0.02565673,0.004684254,0.008255752,0.00449182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007746507,"about_ca_system_score_gemma":0.004458703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009441679,"about_ca_topic_score_gemma":0.008189532,"domain_scores_codex":[0.9874242,0.006224381,0.0009926789,0.001801055,0.002888123,0.0006696242],"domain_scores_gemma":[0.9810157,0.006552618,0.0007660008,0.006634273,0.004521749,0.0005097556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006123324,0.000003279089,0.0001229293,0.00002063337,0.000001554063,0.000006242822,0.0008603099,0.000161756,0.00006547861,0.9843634,0.003997101,0.01039128],"study_design_scores_gemma":[0.00001327511,0.00002002804,0.0004336772,0.0001724382,0.00001058727,0.0001088766,0.0008816394,0.004159574,0.0003204838,0.6782699,0.3155784,0.00003109547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01607161,0.003649941,0.5892002,0.01422777,0.001343889,0.000510166,0.0008111389,0.001191099,0.3729942],"genre_scores_gemma":[0.292848,0.002879132,0.5907398,0.002954697,0.0006329214,0.0006930635,0.001505881,0.0009256389,0.1068208],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01588103,"threshold_uncertainty_score":0.07845235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627433596575717,"score_gpt":0.1908999407842022,"score_spread":0.1281565811266305,"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."}}