{"id":"W35343643","doi":"10.1002/pmrj.12809","title":"Planning Outside the Box","year":2003,"lang":"en","type":"article","venue":"Quality progress","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Computer science; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008304775,0.0009728721,0.0002616814,0.0006259349,0.001736559,0.001998943,0.001336906,0.001592417,0.1493117],"category_scores_gemma":[0.004714383,0.0004020536,0.0007026496,0.0002429964,0.001229559,0.002380623,0.001760994,0.001374484,0.0387492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116326,"about_ca_system_score_gemma":0.002065247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004849007,"about_ca_topic_score_gemma":0.008658868,"domain_scores_codex":[0.9994401,0.0001486128,0.00002262215,0.0001226368,0.0001443994,0.0001216047],"domain_scores_gemma":[0.9981846,0.0003814014,0.0001429596,0.000345101,0.0004695442,0.0004763991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008000208,0.001650728,0.02072957,0.000520792,0.00004981244,0.002373193,0.01313344,0.006479437,0.02391328,0.05498211,0.2125226,0.6628451],"study_design_scores_gemma":[0.0001280174,0.001182299,0.01968876,0.0007351963,0.00006059138,0.001618569,0.0133721,0.00684521,0.01079076,0.0442481,0.9011084,0.0002218482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09456002,0.0007448748,0.1734193,0.006549291,0.001807287,0.001052278,0.0008894223,0.006830244,0.7141473],"genre_scores_gemma":[0.4405091,0.001367089,0.2169459,0.00173321,0.0002255072,0.0005972789,0.00131378,0.001225081,0.3360831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1493117,"threshold_uncertainty_score":0.4994973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06353039134514075,"score_gpt":0.4130930865636049,"score_spread":0.3495626952184641,"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."}}