{"id":"W7128637795","doi":"10.26180/4969442","title":"How gay is Australia?","year":2017,"lang":"","type":"article","venue":"Monash University","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Confusion; Lesbian; Quarter (Canadian coin)","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":[0.002021994,0.000203145,0.0002532655,0.0006672884,0.01006298,0.00555552,0.0003998528,0.001630554,0.008289434],"category_scores_gemma":[0.004412804,0.0002326782,0.0001459764,0.0009916405,0.005402722,0.006377697,0.002626426,0.004164541,0.001539046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004122283,"about_ca_system_score_gemma":0.006026509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0967693,"about_ca_topic_score_gemma":0.1325279,"domain_scores_codex":[0.9982382,0.0009745797,0.00004398142,0.0001518592,0.0003000679,0.0002912127],"domain_scores_gemma":[0.9983464,0.000175816,0.0001409105,0.00007024471,0.000346574,0.0009200433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004435005,0.0001433874,0.03553505,0.000318921,0.0000411159,0.00109559,0.3498432,0.0001116419,0.0006973028,0.15122,0.2367459,0.2242036],"study_design_scores_gemma":[0.000005083763,0.00005760963,0.0609666,0.0007662686,0.00002078051,0.0009279652,0.2971446,0.0001717374,0.0002428069,0.03242809,0.6072154,0.0000529622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1525549,0.0250259,0.0006828233,0.5974149,0.002989988,0.00004032073,0.000144926,0.00004048799,0.2211057],"genre_scores_gemma":[0.8029565,0.02553678,0.0007744313,0.08908863,0.0005867715,0.00005400916,0.00007693846,0.00005320819,0.08087277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0967693,"threshold_uncertainty_score":0.1924121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407250936377203,"score_gpt":0.3762239102840377,"score_spread":0.2354988166463174,"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."}}