{"id":"W2948621935","doi":"10.22329/csw.v9i1.5758","title":"Demarcating Gender and Sexual Diversity on the Structural Landscape of Social Work","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Gender studies; Sociology; Oppression; Intersectionality; Normative; Inclusion (mineral); Emancipation; Social change; Social psychology; Political science; Politics; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008535505,0.0001066087,0.000186091,0.00002313835,0.006735977,0.0001065431,0.0002347802,0.0001871066,0.005256189],"category_scores_gemma":[0.001494229,0.00009062924,0.00007147802,0.001084632,0.0006924988,0.0001259431,0.0001534958,0.0003503546,0.0001349733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005950022,"about_ca_system_score_gemma":0.00008739301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007214014,"about_ca_topic_score_gemma":0.00001539507,"domain_scores_codex":[0.9981931,0.0006061167,0.0001626412,0.0002057342,0.000483676,0.0003487414],"domain_scores_gemma":[0.9969389,0.002675939,0.00008083799,0.00007816481,0.0001286849,0.00009742862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007365618,0.00003571107,0.1025285,0.00001381256,0.00002993839,6.555304e-7,0.06763235,2.318627e-7,0.000002850714,0.8161188,0.00920797,0.004355449],"study_design_scores_gemma":[0.0003547998,0.00003902794,0.7316298,0.00001267711,0.00009618157,3.235608e-7,0.1824847,0.000002719969,0.000004450536,0.03037864,0.0546594,0.0003372813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8478,0.00006701452,0.00000767603,0.06751826,0.0007700318,0.0002056411,0.000005077203,0.0000398769,0.08358642],"genre_scores_gemma":[0.9962572,0.000001532324,0.00006247686,0.001076966,0.0008870688,0.000004747606,0.000002440254,0.000009162727,0.001698419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7857402,"threshold_uncertainty_score":0.9956532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139441029212055,"score_gpt":0.3656239807485869,"score_spread":0.3042295704564663,"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."}}