{"id":"W2578814354","doi":"10.1177/0957926515591689e","title":"Book review: Jodie Clark, <i>Language, Sex and Social Structure: Analyzing Discourses of Sexuality</i>","year":2015,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Human sexuality; Sociology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000571144,0.0003421119,0.0006220074,0.00003800719,0.0004346087,0.0002283894,0.0004620944,0.0000987384,0.0009837735],"category_scores_gemma":[0.00003982956,0.0002743872,0.0002899137,0.00008480257,0.001556584,0.0007231309,0.0002330515,0.0003702217,0.000009410231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005584589,"about_ca_system_score_gemma":0.000218837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050433,"about_ca_topic_score_gemma":0.000368764,"domain_scores_codex":[0.9979501,0.0002384169,0.0005492731,0.0003647306,0.0005092247,0.0003882706],"domain_scores_gemma":[0.9984938,0.00009089387,0.0004245801,0.0006245841,0.0002351853,0.0001309724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001059475,0.0001275659,0.0001933242,0.0005557584,0.0002548907,0.000003236861,0.2897677,0.000002660671,0.0001523661,0.02901652,0.6785337,0.001381709],"study_design_scores_gemma":[0.0008531078,0.00006697216,0.000150802,0.000314963,0.0004869436,0.000007938363,0.5663706,0.0000346538,0.0002674494,0.001096471,0.4297427,0.0006074207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.145882,0.7906199,0.00009619063,0.02430132,0.0006009056,0.00101257,0.001333055,0.0003061223,0.03584794],"genre_scores_gemma":[0.9656588,0.007647237,0.0002787244,0.01132948,0.001257421,0.00004223246,0.0004901367,0.00008485447,0.01321108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8197768,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837061123076201,"score_gpt":0.3351998544176568,"score_spread":0.2968292431868948,"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."}}