{"id":"W4416879744","doi":"10.37665/clcayey16467","title":"Does the Industry Need Standard Bare Board Cleanliness Requirements?","year":2014,"lang":"","type":"article","venue":"Cleaning and Coating Conference","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Production (economics); Work (physics); Standardization; Quality (philosophy); Purchasing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0189223,0.0002386047,0.000558003,0.001486506,0.001827106,0.007120852,0.002205532,0.007249313,0.005272096],"category_scores_gemma":[0.06419832,0.000340216,0.0005899362,0.00219663,0.003973173,0.007503831,0.001333112,0.004098592,0.001224431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003647532,"about_ca_system_score_gemma":0.01122015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01968707,"about_ca_topic_score_gemma":0.03155477,"domain_scores_codex":[0.9777071,0.003895052,0.001441829,0.001600356,0.01305376,0.00230177],"domain_scores_gemma":[0.876763,0.04611849,0.02085817,0.007601946,0.04497834,0.003680046],"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":[0.0007838113,0.003288141,0.2394827,0.002322378,0.0003231053,0.0008693007,0.008950092,0.00191552,0.01193719,0.2743025,0.1501329,0.3056925],"study_design_scores_gemma":[0.0001760395,0.002197973,0.51218,0.002183328,0.0003499484,0.0009542235,0.0520339,0.00308126,0.01278555,0.09607251,0.3176769,0.0003083845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.486697,0.006266141,0.009696987,0.2852185,0.002668136,0.0002069516,0.0005053815,0.0003296232,0.2084112],"genre_scores_gemma":[0.930822,0.001996269,0.003435527,0.05499895,0.0007521792,0.00005684803,0.0004117665,0.00007575839,0.007450685],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01968707,"threshold_uncertainty_score":0.1000719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621547164575811,"score_gpt":0.2631739829557189,"score_spread":0.2269585113099608,"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."}}