{"id":"W7039473172","doi":"","title":"Manufacturing Sector Holds Steady","year":2014,"lang":"en","type":"article","venue":"Chapman University Digital Commons (Chapman University)","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Manufacturing sector; Purchasing; Commodity; Manufacturing","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001124566,0.0003022005,0.00024195,0.0002443429,0.0007836328,0.00008714515,0.0008212174,0.0001557272,0.001176456],"category_scores_gemma":[0.00002051913,0.0003849572,0.000173576,0.0004265327,0.0006129408,0.001643592,0.0009415885,0.0002905947,0.0009582267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384351,"about_ca_system_score_gemma":0.00001759989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004524531,"about_ca_topic_score_gemma":0.0003607854,"domain_scores_codex":[0.9982588,0.0001085635,0.0001386635,0.0006313386,0.0003166976,0.0005459326],"domain_scores_gemma":[0.9987905,0.00009809426,0.0001171293,0.0006036089,0.00001129111,0.00037936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001330656,0.004757152,0.771715,0.0003550819,0.0004520774,0.00095209,0.01329164,0.0120088,0.003142813,0.07562155,0.02064461,0.09572849],"study_design_scores_gemma":[0.001267329,0.0003052193,0.1505629,0.00002662273,0.00007049825,0.00001731999,0.01071494,0.0003900637,0.001003254,0.001084985,0.833629,0.0009278611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749652,0.000002483543,0.0007726832,0.0002856362,0.00009150818,0.0002050688,0.00002993473,0.0001581296,0.2234893],"genre_scores_gemma":[0.9667387,0.000008499745,0.0001044793,0.00007403974,0.00004526145,6.311657e-8,0.00005920858,0.00002261068,0.03294716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8129844,"threshold_uncertainty_score":0.9998602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008486081065662355,"score_gpt":0.1605516472794372,"score_spread":0.1520655662137749,"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."}}