{"id":"W2462723290","doi":"10.1300/j041v12n03_01","title":"Practice and Theoretical Knowledge-Based Theory for Clinical and Policy Practice","year":2001,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Social Services","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oppression; Psychological intervention; Social work; Categorization; Sociology; Perspective (graphical); Social identity theory; Ethnography; Identity (music); Diversity (politics); Social psychology; Psychology; Gender studies; Epistemology; Social group; Politics; Political science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.004971876,0.0001935815,0.0004698619,0.0001907004,0.0004501446,0.0001717087,0.0002728511,0.000365602,0.0001233754],"category_scores_gemma":[0.001412411,0.0001680043,0.000198712,0.0002384869,0.0006051884,0.0005354165,0.00005452288,0.0006155113,0.00003142723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005421661,"about_ca_system_score_gemma":0.0004352053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492977,"about_ca_topic_score_gemma":0.0001704714,"domain_scores_codex":[0.9964372,0.001775718,0.0008627427,0.0002517585,0.0002446101,0.0004280085],"domain_scores_gemma":[0.9929668,0.004862338,0.0009522444,0.0001606692,0.0006938778,0.0003641211],"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":[0.006867008,0.001497632,0.03119818,0.0007972463,0.0004842766,0.0001003452,0.01451038,2.026676e-7,0.00001190328,0.8399717,0.006006455,0.09855463],"study_design_scores_gemma":[0.005799744,0.001453617,0.1022589,0.00007822271,0.001206941,0.0009519415,0.01375597,0.00002126138,0.000001403143,0.07890669,0.7952127,0.0003525277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6481566,0.01714334,0.0008358362,0.180724,0.002172606,0.0006632825,0.00004434254,0.00005489605,0.150205],"genre_scores_gemma":[0.9564543,0.005534824,0.001953975,0.02027909,0.01452461,0.00001116323,0.000003755486,0.00006557397,0.001172689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7892063,"threshold_uncertainty_score":0.6851017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555831928284685,"score_gpt":0.5155742487574458,"score_spread":0.450015929474599,"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."}}