{"id":"W7108498445","doi":"10.3886/e117583v1-192389","title":"Gender in the 21st Century","year":2020,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Gender identity; Identity (music); Gender equality; Gender psychology; Gender role; Gender bias","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001726509,0.000760036,0.0006957064,0.0003774975,0.0001461068,0.0005628018,0.01206504,0.0004963652,0.0008579867],"category_scores_gemma":[0.00116828,0.0005863355,0.0001105224,0.001361884,0.0002320326,0.0008338176,0.004299952,0.002228405,0.04923829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738519,"about_ca_system_score_gemma":0.0002448163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155715,"about_ca_topic_score_gemma":0.0004250434,"domain_scores_codex":[0.9948052,0.0003743182,0.0007078719,0.001809991,0.001414117,0.0008885685],"domain_scores_gemma":[0.9904804,0.0002858363,0.0004882737,0.008504602,0.00004494746,0.000195948],"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":[0.00003352301,0.0001393556,0.00001657379,0.0001743,0.00008174765,0.000397911,0.0002428137,5.673494e-7,0.00003695162,0.0001193509,0.9985215,0.000235387],"study_design_scores_gemma":[0.0005004297,0.00002189849,0.0002195063,0.00009092885,0.0002263237,0.00006992291,0.0006217177,0.00001058537,0.000003676201,0.000069724,0.9975026,0.0006626443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002866691,0.001477669,3.493396e-7,0.0003857441,0.0006610635,0.0007575779,0.9960437,0.0001350958,0.0005101772],"genre_scores_gemma":[0.0001127729,0.003184269,0.00009058297,0.003853963,0.001043707,0.00005665624,0.9914793,0.0001723705,0.000006362001],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0483803,"threshold_uncertainty_score":0.9996588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142120871338679,"score_gpt":0.3215032956002878,"score_spread":0.2072912084664199,"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."}}