{"id":"W7100665294","doi":"","title":"Printed in Great Britain[ 99923767:88,08[999[99PII] S9992!3767"87#99968!8 Measuring Housekeeping in Manufacturing Industries","year":2016,"lang":"en","type":"article","venue":"","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Housekeeping; Reliability (semiconductor); Manufacturing; Test (biology); Manufacturing sector","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006135809,0.0003779113,0.0006321421,0.0006774889,0.00007281405,0.00005094572,0.0002070679,0.0002920622,0.000577251],"category_scores_gemma":[0.0004897637,0.0002853971,0.0001200829,0.0004020699,0.0001086846,0.0004306694,0.0001589669,0.0005102569,0.0002606623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303121,"about_ca_system_score_gemma":0.0002218681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009182584,"about_ca_topic_score_gemma":0.002289144,"domain_scores_codex":[0.9971149,0.000105943,0.0008115339,0.000633598,0.0006003006,0.0007337124],"domain_scores_gemma":[0.998746,0.0002727836,0.0001391196,0.0004992286,0.0001100725,0.0002327644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005430633,0.0003076489,0.8585259,0.0001525893,0.0001039137,0.0004026098,0.0007407598,0.00005265627,0.01990217,0.0006242583,0.0008769892,0.1177674],"study_design_scores_gemma":[0.005528824,0.0001701008,0.8264192,0.001943091,0.00003363886,0.0001715776,0.0003980356,0.00003330898,0.1488316,0.0004668208,0.01538865,0.0006151138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985995,0.0001430154,0.0009010351,0.002993513,0.0001579336,0.0005819107,0.000006809036,0.0002125007,0.009008271],"genre_scores_gemma":[0.9916459,0.00005382266,0.001145903,0.0004929018,0.000271685,0.00004608749,0.00001900931,0.0000661692,0.006258466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289295,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866258142113317,"score_gpt":0.2739555340543376,"score_spread":0.2252929526332045,"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."}}