{"id":"W4302598146","doi":"10.3138/jeunesse.10.1.85","title":"The Missing B Word: Compulsory Binarization and Bisexual Representation in Children’s Literature","year":2018,"lang":"en","type":"article","venue":"Jeunesse Young People Texts Cultures","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Character (mathematics); Normative; Identity (music); Psychology; Identification (biology); Word (group theory); Politics; Linguistics; Social psychology; Gender studies; Sociology; Epistemology; Art; Aesthetics; Political science; Mathematics; Law; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001836602,0.000202594,0.0001983698,0.0001511992,0.0009731905,0.001466191,0.0002015244,0.0000879903,0.00008978899],"category_scores_gemma":[0.000100627,0.0001293195,0.00005409133,0.000298716,0.000325379,0.0005073797,0.00007197334,0.0002156772,0.00001339992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002866759,"about_ca_system_score_gemma":0.00001452044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002598792,"about_ca_topic_score_gemma":0.008087488,"domain_scores_codex":[0.9987555,0.0001311996,0.0002937219,0.0003450831,0.0002254553,0.0002490649],"domain_scores_gemma":[0.9992124,0.00006640394,0.0001431204,0.0003163912,0.0002141424,0.00004752334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001765288,0.000166383,0.1099188,0.00006102848,0.0001968705,0.000006876181,0.7420521,0.00002764624,0.001004744,0.1238887,0.01257948,0.009920884],"study_design_scores_gemma":[0.001986129,0.0002237698,0.7714486,0.0006227357,0.0003155058,0.000170596,0.03787751,0.001656999,0.0007561462,0.0360176,0.1474851,0.001439367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862028,0.005552574,0.00004515743,0.001992098,0.0008359952,0.0003417642,0.00002582084,0.0001285796,0.004875178],"genre_scores_gemma":[0.9936012,0.0001002551,0.00006761008,0.0001932632,0.001352236,0.0000223531,0.0001619396,0.00002158642,0.004479541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7041746,"threshold_uncertainty_score":0.9995704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209918874957507,"score_gpt":0.2669094989825737,"score_spread":0.2548103102329986,"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."}}