{"id":"W2155601053","doi":"10.1177/1356389004046292","title":"What Counts is not Falling... but Landing","year":2004,"lang":"en","type":"article","venue":"Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Douglas College","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Strengths and weaknesses; Process management; Falling (accident); Process (computing); Management science; Computer science; Operations research; Political science; Business; Psychology; Engineering; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005076817,0.00005653532,0.00007722317,0.0001084468,0.0001016488,0.0003179155,0.0001529353,0.0000386862,0.009722084],"category_scores_gemma":[0.0004291637,0.00004329917,0.00003630252,0.0002385688,0.00001574096,0.000722462,0.00001846771,0.00005418708,0.00785042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219235,"about_ca_system_score_gemma":0.0002340506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007615105,"about_ca_topic_score_gemma":0.00001539493,"domain_scores_codex":[0.9970722,0.00008047972,0.0002610692,0.0001875452,0.002303152,0.00009552032],"domain_scores_gemma":[0.9990746,0.0001087387,0.0001125608,0.0002244189,0.0004453074,0.00003434912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004087052,0.0001062304,0.0068528,0.000007162315,0.00002956362,0.000001423529,0.007569457,0.01573823,0.003391259,0.007198231,0.02917316,0.9298916],"study_design_scores_gemma":[0.004603031,0.0002312123,0.1102684,0.0001869993,0.0001060869,0.0000110261,0.006661518,0.3872756,0.02078295,0.2356701,0.2335362,0.0006668172],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275542,0.0002792716,0.006742318,0.009161123,0.003438715,0.0004206958,0.000006364352,0.00004777552,0.05234947],"genre_scores_gemma":[0.9943156,0.00007428131,0.000447267,0.001405064,0.0001380972,0.00001381045,0.00001116434,0.00000422457,0.003590512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9292248,"threshold_uncertainty_score":0.9929221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3671216289140383,"score_gpt":0.545401205321608,"score_spread":0.1782795764075697,"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."}}