{"id":"W6946906325","doi":"10.3886/e195445v1","title":"Perceived and actual occupational gender composition by 2010 Census code","year":2023,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Census; Composition (language); Perception; Value (mathematics); Set (abstract data type); Data set","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001645193,0.0003055833,0.0002493529,0.00005270351,0.0001743922,0.0000763708,0.0006052497,0.0003390076,0.00001534522],"category_scores_gemma":[0.00006588061,0.0003120734,0.00004447989,0.00005188152,0.0001552996,0.000002271031,0.001208843,0.0001772386,0.00007075206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001351406,"about_ca_system_score_gemma":0.00005482828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706072,"about_ca_topic_score_gemma":0.00009799186,"domain_scores_codex":[0.9984356,0.00003630361,0.0002409398,0.000821283,0.0001881071,0.0002777789],"domain_scores_gemma":[0.9986413,0.00003488048,0.0001418724,0.001016286,0.00006855338,0.00009708371],"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":[0.00004521025,0.00003037446,0.0000769958,0.00003809317,0.0001627021,0.000003471489,0.000009747141,0.000001573637,0.08024348,0.000001223593,0.919274,0.000113147],"study_design_scores_gemma":[0.0003870549,0.00007220578,0.008952975,0.00001408015,0.0001130318,0.0000194522,0.00003039931,0.00001668206,0.0004710814,0.00001494114,0.9895399,0.0003681778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06618349,0.001529834,0.00001010185,0.00008313641,0.0004529737,0.000172611,0.9315534,0.000006750696,0.000007688183],"genre_scores_gemma":[0.003776248,0.006428867,0.0002065047,0.0003276903,0.0004304936,0.0000182404,0.9886616,0.000034458,0.0001158332],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07977239,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619697508237522,"score_gpt":0.3069372617773536,"score_spread":0.2449675109536014,"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."}}