{"id":"W4385598710","doi":"10.59962/9780774861830-003","title":"Acknowledgments","year":2019,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Australian National University","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004949296,0.0006128182,0.0008548325,0.00208013,0.002749603,0.003281309,0.001503253,0.001087266,0.1881884],"category_scores_gemma":[0.02752167,0.000314527,0.0003210323,0.001574167,0.0008750774,0.002577582,0.003291208,0.004289248,0.1051904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003751135,"about_ca_system_score_gemma":0.005287056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006870435,"about_ca_topic_score_gemma":0.01405236,"domain_scores_codex":[0.9945498,0.001424438,0.0001848457,0.0004591498,0.003143482,0.0002382301],"domain_scores_gemma":[0.9656075,0.004051953,0.0009267616,0.001014253,0.02346937,0.004930128],"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":[0.00001207684,0.000008178744,0.000186468,0.00004387071,0.000001502588,0.00008194268,0.0007199755,0.00002686491,0.0000927787,0.004357226,0.9833161,0.011153],"study_design_scores_gemma":[0.000003514894,0.00000328274,0.0002716814,0.0001147446,0.000001774229,0.0001314212,0.0008835091,0.00004237174,0.00005078343,0.001137747,0.9973533,0.000005816397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007891014,0.01044604,0.01587419,0.29899,0.107199,0.001281074,0.01886144,0.002755471,0.5367019],"genre_scores_gemma":[0.02078342,0.003766337,0.01208883,0.0375986,0.00773173,0.0007564829,0.005834023,0.002071371,0.9093692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8118116,"threshold_uncertainty_score":0.6295528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940203960509313,"score_gpt":0.2480369318080282,"score_spread":0.2186348922029351,"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."}}