{"id":"W1121807417","doi":"","title":"Fourth Quarter 2013: Flight to Quality: Big Trumps Small","year":2014,"lang":"en","type":"article","venue":"Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Quarter (Canadian coin); Computer science; Aeronautics; History; Engineering; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001331183,0.0003223457,0.0005619026,0.0003589758,0.0003211395,0.00004217348,0.0003958314,0.0002983149,0.0003660318],"category_scores_gemma":[0.0002130679,0.0003328435,0.0001360115,0.0003972468,0.00008417701,0.0002265113,0.0001802804,0.0005085057,0.000570234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322334,"about_ca_system_score_gemma":0.00031616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004127373,"about_ca_topic_score_gemma":0.005031626,"domain_scores_codex":[0.9963451,0.001239016,0.0008545013,0.0007233275,0.0002266218,0.0006114281],"domain_scores_gemma":[0.9972902,0.0004786215,0.0004282404,0.0007040844,0.0002956357,0.000803199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003651467,0.0007455619,0.9565937,0.003131541,0.0003184343,0.0001307212,0.005673022,0.0001436272,0.001830369,0.005375208,0.01936366,0.00304269],"study_design_scores_gemma":[0.002661032,0.001543476,0.970874,0.0002221934,0.0001149104,0.000003764437,0.005526451,0.00005177573,0.0002723908,0.002477109,0.01563243,0.0006204973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237956,0.00002641216,0.05272899,0.0001265114,0.0006124217,0.0009324104,0.00005317297,0.0001198439,0.02160465],"genre_scores_gemma":[0.9909521,0.00008032394,0.0005143441,0.002337645,0.0003258333,0.000007354916,0.00004835907,0.00002710168,0.005706993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06715646,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339449360451764,"score_gpt":0.3287887582370319,"score_spread":0.1948438221918554,"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."}}