{"id":"W4392542970","doi":"10.32920/25365598.v1","title":"Community organizing against homophobia and heterosexism: The world through rainbow-coloured glasses","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heterosexism; Rainbow; Gender studies; Sociology; Lesbian; Physics; Optics","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":[0.0009273603,0.000392124,0.0001841596,0.0003654973,0.006541099,0.005696816,0.0007842548,0.001366368,0.01088336],"category_scores_gemma":[0.0008871669,0.0001565044,0.0003337169,0.0004239549,0.007404895,0.004061671,0.005123221,0.002130019,0.00121901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971303,"about_ca_system_score_gemma":0.002562458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723814,"about_ca_topic_score_gemma":0.01463336,"domain_scores_codex":[0.999308,0.0003191719,0.000008652846,0.00005958666,0.0001216844,0.0001829005],"domain_scores_gemma":[0.999668,0.00008776353,0.00002533541,0.00003248735,0.00003072753,0.0001556562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004807349,0.00009623959,0.000932221,0.0002828139,0.00001195386,0.0004488266,0.1649909,0.0003520157,0.001328052,0.4962067,0.232751,0.1025512],"study_design_scores_gemma":[0.000007277938,0.00003916417,0.001009765,0.0002060971,0.000004843041,0.0001369992,0.06149326,0.00009501436,0.0002990517,0.01969061,0.9170066,0.00001125875],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06775573,0.0120132,0.005219713,0.03808792,0.00484118,0.0002170915,0.00005551485,0.0002221943,0.8715875],"genre_scores_gemma":[0.5069672,0.008073722,0.00399907,0.007591931,0.0006375785,0.0001871299,0.00006192238,0.0002229532,0.4722585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088336,"threshold_uncertainty_score":0.03640848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09514076668389986,"score_gpt":0.3395615416200432,"score_spread":0.2444207749361433,"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."}}