{"id":"W3033595895","doi":"10.14515/monitoring.2018.6.01","title":"Social transformation of gender and sexuality as viewed by I.S. Kon","year":2018,"lang":"en","type":"article","venue":"Monitoring obŝestvennogo mneniâ: èkonomičeskie i socialʹnye peremeny","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human sexuality; Transformation (genetics); Social transformation; Gender studies; Sociology; Psychology; Social psychology; Social change; Political science; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265307,0.0002218684,0.0002776781,0.0006490815,0.005023418,0.003678385,0.0003378573,0.0009763649,0.001061391],"category_scores_gemma":[0.001101568,0.0001111752,0.0001284639,0.001022104,0.01197018,0.002188103,0.001689393,0.001460954,0.0001479497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003801149,"about_ca_system_score_gemma":0.002336755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01816423,"about_ca_topic_score_gemma":0.0221876,"domain_scores_codex":[0.9990371,0.0005718205,0.00002671893,0.00006866038,0.0001114984,0.0001842801],"domain_scores_gemma":[0.9994302,0.0003206899,0.0001204915,0.00002562957,0.00004539604,0.00005760674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005110019,0.00004976354,0.006070688,0.00009118554,0.000004633178,0.0003577952,0.3039157,0.0002244678,0.0009463165,0.6274107,0.02337063,0.03750721],"study_design_scores_gemma":[0.000008625443,0.0001049198,0.01652996,0.0003891898,0.000009012797,0.0005646614,0.3908083,0.0003669806,0.00071211,0.0733413,0.5171226,0.00004231771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5107255,0.03060454,0.001848753,0.113803,0.001666213,0.00003127873,0.00009578988,0.00004561752,0.3411793],"genre_scores_gemma":[0.9846783,0.00428512,0.0001872456,0.001524643,0.00008558818,0.000007775117,0.000009106318,0.0000103196,0.009211926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816423,"threshold_uncertainty_score":0.03611696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07570647780674895,"score_gpt":0.3688598550317169,"score_spread":0.293153377224968,"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."}}