{"id":"W4253606361","doi":"10.4095/301044","title":"Labour Force Occupation, 2006 - Processing, Manufacturing and Utilities (by census subdivision)","year":2010,"lang":"en","type":"report","venue":"","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subdivision; Census; Geography; Operations management; Engineering; Demography; Sociology; Archaeology; Population","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":[0.0003653239,0.0004594576,0.0004841944,0.0002131976,0.0005267627,0.000851676,0.0002136639,0.0003092732,0.0003962583],"category_scores_gemma":[0.0001727621,0.0003420678,0.00007885622,0.0001488454,0.0001227236,0.0009317567,0.000386851,0.000478518,0.0000555412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003656495,"about_ca_system_score_gemma":0.00009710909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008225365,"about_ca_topic_score_gemma":0.002686059,"domain_scores_codex":[0.9979134,0.000004341795,0.0004428742,0.0005351952,0.0006825477,0.0004217027],"domain_scores_gemma":[0.9985681,0.00002992606,0.0004454542,0.0002019941,0.0007346171,0.00001988972],"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":[0.00003414354,0.00009890799,0.02924859,0.007925056,0.000151454,0.000019145,0.00008650899,5.730732e-7,0.00002775585,0.004687475,0.873245,0.08447536],"study_design_scores_gemma":[0.000194698,0.000004280642,0.03201643,0.000161452,0.00009609892,0.000004478596,0.0001338295,0.00003689422,0.0001097012,0.0007623035,0.9660137,0.0004661554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1431671,0.009983568,0.00008695619,0.0008570976,0.002178776,0.0006612747,0.0002019123,0.0006842478,0.8421791],"genre_scores_gemma":[0.7222344,0.0008265671,0.00011325,0.00122129,0.003895974,0.00005511583,0.0004723886,0.0001036219,0.2710774],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5790673,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805103273445301,"score_gpt":0.253611207682788,"score_spread":0.235560174948335,"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."}}