{"id":"W2408727213","doi":"","title":"Most important lesson from Starson ignored in article.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110527,0.0001045235,0.0001433924,0.00007434878,0.0001080441,0.0003227675,0.0001478428,0.00006457271,0.0003620033],"category_scores_gemma":[0.00009754904,0.00009509084,0.00002938508,0.00006217428,0.00006366656,0.0004116326,0.00002915101,0.00024371,0.00001438375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005229081,"about_ca_system_score_gemma":0.00001544452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0322921,"about_ca_topic_score_gemma":0.01842013,"domain_scores_codex":[0.9988337,0.00003736015,0.0003377265,0.0002035117,0.0001789458,0.0004088139],"domain_scores_gemma":[0.9996018,0.00008622625,0.00009404479,0.0001230554,0.00003690868,0.00005795945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001002213,0.000349336,0.3069754,0.00003597757,0.00003782775,0.0001065932,0.02213788,0.00006277516,0.0001465155,0.1769198,0.1620695,0.3310582],"study_design_scores_gemma":[0.0008545859,0.000007844704,0.4872543,0.00002746016,0.00001858141,0.00000121815,0.006972701,0.0003716747,0.0002701567,0.02863994,0.4752286,0.0003529649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94026,0.000585063,0.000003299867,0.001777879,0.0002844375,0.0001917576,0.00007903366,0.0001077191,0.05671081],"genre_scores_gemma":[0.9953365,0.00000900237,0.00001991035,0.0003882375,0.001527903,0.0001852052,0.00007629331,0.00001712317,0.00243985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307053,"threshold_uncertainty_score":0.9994912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590816300244886,"score_gpt":0.188968256452248,"score_spread":0.1630600934497991,"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."}}