{"id":"W4233397227","doi":"10.4324/9781315640228-7","title":"Pop Out!","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000366498,0.000869599,0.0004650366,0.001233009,0.003361564,0.00620027,0.0009917893,0.00145319,0.59447],"category_scores_gemma":[0.001285408,0.000377765,0.0005691132,0.001031363,0.001025697,0.006933633,0.005089814,0.002441304,0.4869794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000921676,"about_ca_system_score_gemma":0.0008340354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002524578,"about_ca_topic_score_gemma":0.006304365,"domain_scores_codex":[0.9996388,0.00005523952,0.00001346233,0.00007348518,0.0001470745,0.00007196303],"domain_scores_gemma":[0.9996797,0.00005768187,0.00001587662,0.00005239862,0.0000937587,0.000100585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001808001,0.00002724229,0.0001320824,0.0001291667,0.000002414533,0.00009578207,0.00128491,0.00002424063,0.0002328802,0.02764171,0.8475503,0.1228613],"study_design_scores_gemma":[7.407049e-7,0.000002461737,0.00006314358,0.00002893465,3.932699e-7,0.00003216388,0.0002216945,0.000006701671,0.00002651002,0.0006999631,0.9989154,0.000001899828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005539993,0.00164048,0.001323152,0.003220918,0.003472009,0.00007384058,0.0006265349,0.001062465,0.9880266],"genre_scores_gemma":[0.00194941,0.001088244,0.0006324762,0.001526929,0.0004263529,0.0000367844,0.000344472,0.0005908799,0.9934046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.59447,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09105993407872766,"score_gpt":0.4014827953559364,"score_spread":0.3104228612772088,"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."}}