{"id":"W2901619114","doi":"","title":"Learning to be LGBT","year":2018,"lang":"en","type":"article","venue":"Critical multilingualism studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Sexual orientation; Plaintiff; Normative; Gatekeeping; Sociology; Identity (music); Sexual identity; Set (abstract data type); Social psychology; Gender studies; Political science; Law; Psychology; Human sexuality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.000675443,0.0001139486,0.000183788,0.00006769007,0.001461113,0.00008687347,0.0001301022,0.00007918401,0.0001817565],"category_scores_gemma":[0.02284672,0.00009894242,0.00005533945,0.0002168117,0.0009060734,0.0001644718,0.00005206817,0.0001340041,0.0001973068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007373339,"about_ca_system_score_gemma":0.0000655313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004701865,"about_ca_topic_score_gemma":0.007408889,"domain_scores_codex":[0.9985921,0.0002165932,0.0002272111,0.0002661066,0.0003377467,0.0003601783],"domain_scores_gemma":[0.9981054,0.0006234178,0.00002297069,0.0001070161,0.0009853931,0.000155811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001787926,0.00005208907,0.0004692624,0.00001908574,0.00002898146,0.00000455403,0.8123271,0.000001736238,0.0006545561,0.1659342,0.00885023,0.01164022],"study_design_scores_gemma":[0.000164025,0.0003129267,0.0005243561,0.00006960808,0.00003455978,7.776978e-7,0.2718967,0.0001809212,0.002465606,0.006415422,0.7176477,0.000287439],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544216,0.0008364377,0.0007206767,0.01579316,0.001791607,0.0002687495,0.000004913892,0.0002916772,0.02587119],"genre_scores_gemma":[0.9901863,0.0001663598,0.001693819,0.001953974,0.001825905,0.0000237885,0.000002021984,0.00001049272,0.0041373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7087975,"threshold_uncertainty_score":0.9998388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033029162754807,"score_gpt":0.4764236927607539,"score_spread":0.3731207764852732,"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."}}