{"id":"W4237969116","doi":"10.4095/301045","title":"Labour Force Occupation, 2006 - Processing, Manufacturing and Utilities (by census division)","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":"Census; Division (mathematics); Division of labour; Engineering; Geography; Economics; Sociology; Demography; Mathematics; Arithmetic; Population; Market economy","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":[0.0003293198,0.0004411509,0.000464845,0.0001957054,0.0005452165,0.000827568,0.0002059143,0.0002875123,0.0004633935],"category_scores_gemma":[0.0001758308,0.0003235527,0.00007612752,0.0001373467,0.0001169817,0.000905485,0.0004242573,0.0004545648,0.00005054192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003319713,"about_ca_system_score_gemma":0.00008415527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008040459,"about_ca_topic_score_gemma":0.001918448,"domain_scores_codex":[0.9979985,0.000003990112,0.0004229326,0.0005134349,0.000660259,0.0004008772],"domain_scores_gemma":[0.9986671,0.00002932295,0.0004279128,0.000194887,0.0006620365,0.00001873928],"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":[0.00002381554,0.00009165961,0.03178467,0.005840003,0.0001446285,0.00001534585,0.00008380025,8.069632e-7,0.0000277047,0.002774594,0.8495742,0.1096388],"study_design_scores_gemma":[0.0001825538,0.000004025953,0.03688634,0.0001425763,0.00008250536,0.000002806963,0.0001468245,0.00002674795,0.00008196905,0.0007777283,0.9612247,0.0004412325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1399468,0.008308367,0.0001428585,0.001168867,0.002274085,0.000674255,0.000293325,0.0006953262,0.8464962],"genre_scores_gemma":[0.6749384,0.0006322933,0.0001307455,0.001148975,0.00319937,0.00005486233,0.0004917171,0.00009639575,0.3193072],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5349916,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773636650321597,"score_gpt":0.2539085227256113,"score_spread":0.2361721562223953,"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."}}