{"id":"W2387552117","doi":"10.2172/1170313","title":"NS&T Management Observations - 3rd Quarter","year":2014,"lang":"en","type":"report","venue":"","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Quality (philosophy); Business; Quality management; Process (computing); Process management; Public relations; Operations management; Marketing; Engineering; Computer science; Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003942842,0.0004634259,0.000240892,0.002429722,0.003114468,0.002134285,0.001142521,0.0007969144,0.04502237],"category_scores_gemma":[0.01121285,0.0005631834,0.0002573657,0.001637332,0.0004269191,0.0006680666,0.002065619,0.001436951,0.01414544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001541,"about_ca_system_score_gemma":0.009700108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1405835,"about_ca_topic_score_gemma":0.2257519,"domain_scores_codex":[0.9952674,0.0005002941,0.0003060325,0.0003773259,0.002956207,0.000592891],"domain_scores_gemma":[0.9839026,0.001050413,0.001278245,0.001382832,0.01042031,0.001965565],"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":[0.0003929885,0.000559637,0.04419763,0.0001524765,0.0000136541,0.0002112248,0.003028869,0.0003079646,0.00322955,0.001179621,0.8930629,0.05366343],"study_design_scores_gemma":[0.00003818435,0.0002917972,0.3068422,0.0001183789,0.000007435069,0.0000570652,0.004044271,0.000785741,0.003358711,0.0004359129,0.6839798,0.00004044762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2221098,0.0003687212,0.005425113,0.01399547,0.002584478,0.007446918,0.2347751,0.003555057,0.5097395],"genre_scores_gemma":[0.226402,0.0004289945,0.005902172,0.001756658,0.0004321482,0.004978678,0.08388869,0.0005192076,0.6756914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1405835,"threshold_uncertainty_score":0.2795305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4287509201294454,"score_gpt":0.573848523301641,"score_spread":0.1450976031721957,"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."}}