{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008676664,0.0007967649,0.0006645432,0.002268592,0.0004736615,0.0009735452,0.001045265,0.0004708163,0.02162729],"category_scores_gemma":[0.004314565,0.0003041038,0.0003981239,0.005811129,0.00020435,0.0005488393,0.001079028,0.0008944878,0.02117377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170965,"about_ca_system_score_gemma":0.001516215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06415753,"about_ca_topic_score_gemma":0.08823181,"domain_scores_codex":[0.9991575,0.0001267855,0.0001202205,0.0002080414,0.0002604948,0.0001270105],"domain_scores_gemma":[0.9978135,0.0003547937,0.000474039,0.0002867995,0.0008914553,0.0001794538],"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":[0.0001284424,0.00006388634,0.03153905,0.0004114163,0.00005387394,0.00004310684,0.0001704458,0.0003938727,0.00022096,0.001037181,0.9589865,0.006951126],"study_design_scores_gemma":[0.0001033008,0.00003072389,0.2054374,0.0004087921,0.00004215798,0.0001571761,0.0008829097,0.0007377666,0.0007181857,0.0007489417,0.7906779,0.00005473857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003135198,0.00003750675,0.00006937017,0.00004938635,0.00001209345,0.00001289684,0.9951301,0.00004255072,0.001510857],"genre_scores_gemma":[0.004464763,0.00004830513,0.0002666225,0.00003951095,0.000005584328,0.00008667942,0.9938378,0.00001881652,0.001231956],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06415753,"threshold_uncertainty_score":0.1275682,"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."}}