{"id":"W2012457564","doi":"10.1503/cmaj.061388","title":"Time to consensus: the effect of the stomach on consensus decision-making at large conferences","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Consensus conference; Association (psychology); Quality (philosophy); Computer science; Medicine; Psychology; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00446455,0.00009371142,0.0001725172,0.0001025636,0.001620304,0.0001274561,0.0004234916,0.0001990202,0.008590271],"category_scores_gemma":[0.004307598,0.00005443145,0.0001223209,0.0003521513,0.000185534,0.00001638251,0.00004629366,0.0004599062,0.0003169374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008419057,"about_ca_system_score_gemma":0.001601455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01127623,"about_ca_topic_score_gemma":0.4064107,"domain_scores_codex":[0.9966246,0.000857347,0.00033505,0.0001244953,0.001618938,0.0004394984],"domain_scores_gemma":[0.9966298,0.002370028,0.0002450799,0.0001225525,0.000248316,0.0003842309],"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":[0.00003678638,0.0000258567,0.05278189,0.000004169533,0.00008011888,0.00005927168,0.001307952,0.0001783436,0.000003140266,0.01711593,0.8905401,0.03786641],"study_design_scores_gemma":[0.0004939184,0.0001046829,0.03944361,0.0002166793,0.00003818345,0.00001331857,0.001521192,0.0004685243,0.00000660798,0.001311206,0.9562582,0.0001238775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833133,0.00005509739,0.00001804961,0.1133337,0.0008096714,0.0003618682,0.00005713313,0.00001341845,0.1020377],"genre_scores_gemma":[0.993073,0.00000519473,0.0000133809,0.003154194,0.0005165657,0.000005527776,0.000001087962,0.000004805716,0.003226233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3951345,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006178448412987086,"score_gpt":0.2641380734869815,"score_spread":0.2579596250739944,"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."}}