{"id":"W7097228829","doi":"","title":"Statistical evidence for rule ordering DAVID SANKOFF Centre de recherches mathematiques Universite de Montreal","year":2015,"lang":"en","type":"article","venue":"","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Context (archaeology); Statistical evidence","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":[],"consensus_categories":[],"category_scores_codex":[0.001310643,0.0001138053,0.0001505462,0.00004014089,0.0000562483,0.0001095435,0.0004770449,0.00008597398,0.000009638282],"category_scores_gemma":[0.0005354285,0.00009888765,0.00004090218,0.0001094807,0.00003143234,0.000429571,0.0001475723,0.0001011002,0.000007820081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095928,"about_ca_system_score_gemma":0.0003779164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004866723,"about_ca_topic_score_gemma":0.00007071417,"domain_scores_codex":[0.9989055,0.0002239791,0.0001278047,0.0002767454,0.000121719,0.0003442105],"domain_scores_gemma":[0.9984911,0.0008245023,0.00004088098,0.000287318,0.0001065439,0.0002496425],"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":[0.0000594179,0.00008467003,0.0004079809,0.0001183711,0.00003017584,0.00004685709,0.01517349,0.00005646931,0.001313883,0.7397873,0.02332205,0.2195993],"study_design_scores_gemma":[0.0004284575,0.0000969339,0.0005443055,0.0001131689,0.00002835727,0.00003372932,0.0003335659,0.2477446,0.00608623,0.7434525,0.0008738964,0.0002642129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002281852,0.0001346723,0.9909893,0.001565819,0.00004535449,0.0001529209,0.000004317338,0.0001626591,0.004663147],"genre_scores_gemma":[0.01273261,0.0000271883,0.9843042,0.0002558329,0.0000406463,0.000005601985,0.00000120306,0.000009132012,0.002623583],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2476882,"threshold_uncertainty_score":0.4032521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2054066942040462,"score_gpt":0.3890087076656144,"score_spread":0.1836020134615682,"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."}}