{"id":"W4386349348","doi":"10.20897/femenc/13561","title":"On the Edge: New Research on Gender and Love","year":2023,"lang":"en","type":"article","venue":"Feminist Encounters A Journal of Critical Studies in Culture and Politics","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Media studies; Gender studies; Library science; Politics; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0014051,0.00008601275,0.0001643662,0.0001099497,0.0004477189,0.0001077001,0.0001338721,0.00007958957,0.00001515472],"category_scores_gemma":[0.002933441,0.00005051266,0.0000405647,0.0002315583,0.001491684,0.00004968225,0.00006308168,0.0004485499,0.00001439173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009208478,"about_ca_system_score_gemma":0.0001179745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006975589,"about_ca_topic_score_gemma":0.00002798011,"domain_scores_codex":[0.9983823,0.0002557247,0.0002358008,0.0001181684,0.0006004104,0.0004076467],"domain_scores_gemma":[0.9968703,0.002564223,0.00003765701,0.0000729923,0.0002682819,0.0001864848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001245409,0.00003082051,0.0002409676,0.00003147443,0.00002589033,0.00004959057,0.1154107,0.00000228871,0.000003975584,0.8019106,0.08221261,0.00006866541],"study_design_scores_gemma":[0.0002507859,0.0003112572,0.0007766817,0.0001528135,0.00002147129,0.00001993942,0.4464954,0.000008530172,0.00002755851,0.4693456,0.08250265,0.00008730512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3414018,0.00758713,0.00003291608,0.1113625,0.003031848,0.00043435,0.00003905858,0.00002169013,0.5360887],"genre_scores_gemma":[0.9927045,0.002121235,0.00002714063,0.001599462,0.0008880137,0.000001230434,2.622205e-7,0.000005545244,0.00265263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6513027,"threshold_uncertainty_score":0.5496172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2760702178446979,"score_gpt":0.5168172408371299,"score_spread":0.240747022992432,"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."}}