{"id":"W1608182611","doi":"10.1108/02610150910964231","title":"Truth and consequences","year":2009,"lang":"en","type":"article","venue":"Equal Opportunities International","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lesbian; Sexual orientation; Originality; Queer; Negotiation; Identity (music); Identity negotiation; Sexual identity; Diversity (politics); Social psychology; Psychology; Value (mathematics); Qualitative property; Sociology; Qualitative research; Gender studies; Public relations; Human sexuality; Political science; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001932221,0.00009546859,0.0001025587,0.0001432586,0.00009382477,0.00007515816,0.0002062029,0.00006525731,0.004097864],"category_scores_gemma":[0.0000576543,0.00009361615,0.00003370494,0.00003111416,0.0002231743,0.000160155,0.00003624772,0.0001147025,0.0001400661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003073093,"about_ca_system_score_gemma":0.0000827457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889066,"about_ca_topic_score_gemma":0.00001890102,"domain_scores_codex":[0.999157,0.00006262803,0.0002227845,0.0001614487,0.0002053037,0.0001908258],"domain_scores_gemma":[0.9994994,0.0001157752,0.00008239603,0.0001147419,0.00006753515,0.000120196],"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":[0.00003218736,0.00005279463,0.002373806,0.000009155638,0.00003142644,0.00007515247,0.0007508858,2.49704e-7,0.00001497274,0.9184285,0.03250771,0.04572315],"study_design_scores_gemma":[0.002143096,0.0008315245,0.1577266,0.00003555459,0.00006104628,0.0007893807,0.004543901,0.00007472853,0.00003093413,0.4545119,0.3785234,0.0007279755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1496761,0.0003810525,0.0001688451,0.02082963,0.003061755,0.00006569493,0.0000810769,0.00007010355,0.8256658],"genre_scores_gemma":[0.9519839,0.0003353265,0.0000766587,0.004511887,0.0007671955,0.000006156023,0.00004334948,0.000006177948,0.04226932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8023079,"threshold_uncertainty_score":0.9968125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754235108764888,"score_gpt":0.4166636556088368,"score_spread":0.2412401447323479,"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."}}