{"id":"W2043355822","doi":"10.1111/j.1096-0031.2003.00011.x","title":"Ending a decade of deception: a valiant failure, a not‐so‐valiant failure, and a success story","year":2004,"lang":"en","type":"article","venue":"Cladistics","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Deception; Simple (philosophy); Computer science; Epistemology; Psychology; Philosophy; Social psychology","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":[0.06246756,0.001117195,0.001432959,0.002246259,0.008007758,0.01306935,0.003615798,0.01080278,0.003721659],"category_scores_gemma":[0.2094177,0.0007062185,0.0008512297,0.001854075,0.04566925,0.0312533,0.007733459,0.02632762,0.00261189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075979,"about_ca_system_score_gemma":0.002680891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076915,"about_ca_topic_score_gemma":0.002076559,"domain_scores_codex":[0.9623868,0.02418037,0.00159598,0.002541093,0.007406624,0.00188911],"domain_scores_gemma":[0.7963302,0.133198,0.01208731,0.0237344,0.02366618,0.01098385],"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":[0.0002882867,0.00009768304,0.005844982,0.0004895288,0.0001536745,0.00105845,0.0227866,0.001250116,0.0005856809,0.5558079,0.2428823,0.1687547],"study_design_scores_gemma":[0.00004896605,0.0001911839,0.003338224,0.00179289,0.00005317121,0.001877783,0.01270052,0.002057907,0.001229705,0.5551715,0.4213426,0.0001953881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02133426,0.01586899,0.02171782,0.8996301,0.007892812,0.00002408043,0.000128548,0.0002765683,0.0331268],"genre_scores_gemma":[0.7091894,0.01527603,0.01966039,0.2131624,0.0134682,0.000153195,0.0001977398,0.001499899,0.02739271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06246756,"threshold_uncertainty_score":0.330364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008799727702044999,"score_gpt":0.2530194495810822,"score_spread":0.2442197218790372,"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."}}