{"id":"W1137612012","doi":"10.1201/9781439800959","title":"Standards, Conformity Assessment, and Accreditation for Engineers","year":2009,"lang":"en","type":"book","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Conformity assessment; Conformity; Engineering ethics; Engineering; Political science; Medical education; Medicine; Operations management; Law","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":[0.03519958,0.002453604,0.002380314,0.005856201,0.003812766,0.01644612,0.004402163,0.008261031,0.03393111],"category_scores_gemma":[0.1120854,0.001507681,0.001394623,0.0069402,0.009344698,0.02033454,0.008010899,0.01196465,0.03722996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005860566,"about_ca_system_score_gemma":0.02621477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00898638,"about_ca_topic_score_gemma":0.005070707,"domain_scores_codex":[0.9097747,0.03418387,0.01139816,0.006467441,0.03580555,0.0023704],"domain_scores_gemma":[0.9061422,0.02593212,0.004749403,0.0128346,0.0488957,0.001445854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000395794,0.0001540073,0.0007051195,0.001071513,0.00003111038,0.0001591083,0.002385179,0.001675633,0.0009163617,0.5135187,0.2759569,0.2033868],"study_design_scores_gemma":[0.00001853053,0.00005760148,0.0005818686,0.002385914,0.00001403812,0.0002179352,0.001086453,0.0009527544,0.0004055059,0.09433657,0.8998877,0.00005509238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001935827,0.01941122,0.3329797,0.03894279,0.0124258,0.006292586,0.003904401,0.004676933,0.5794308],"genre_scores_gemma":[0.0617242,0.03894246,0.4631599,0.03358765,0.006842376,0.01495773,0.01351748,0.004512725,0.3627554],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03519958,"threshold_uncertainty_score":0.1861553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009229536758888147,"score_gpt":0.254243806619344,"score_spread":0.2450142698604558,"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."}}