{"id":"W4414119705","doi":"10.29173/crossings355","title":"For the Love of Lesbians","year":2025,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lesbian; Queer; Kinship; Dominance (genetics); Creativity; Queer theory","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006621716,0.0001386774,0.0002095837,0.0001540921,0.0009803288,0.0004651874,0.0003713869,0.00009544663,0.0001529863],"category_scores_gemma":[0.00008222083,0.00009978753,0.0001886168,0.0001941903,0.0004643025,0.0001997928,0.00002985961,0.0003259693,0.00005818052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005955524,"about_ca_system_score_gemma":0.0003233087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006071482,"about_ca_topic_score_gemma":0.00030788,"domain_scores_codex":[0.9986691,0.00008554677,0.0004651428,0.0001886443,0.0001500844,0.0004415092],"domain_scores_gemma":[0.9987451,0.0002533878,0.0002997979,0.0003475254,0.0002257158,0.0001285019],"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":[0.0002098197,0.00030084,0.01566923,0.0002016225,0.0002084873,0.00001259687,0.003744755,0.00003012115,0.0004907636,0.09487791,0.8473619,0.03689196],"study_design_scores_gemma":[0.002277808,0.0003131143,0.05825917,0.00006175063,0.0002400822,0.0002416473,0.001464154,0.0001682656,0.00009720053,0.1715688,0.7650973,0.0002106494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2874052,0.003834051,0.03661899,0.1233306,0.006767265,0.0005739727,0.00004692293,0.0000513447,0.5413717],"genre_scores_gemma":[0.6648161,0.0002943343,0.0003688466,0.002849121,0.0009123292,0.000005897931,0.000002777343,0.00002960451,0.330721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3774109,"threshold_uncertainty_score":0.7539995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05720427552262064,"score_gpt":0.4205406226449406,"score_spread":0.36333634712232,"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."}}