{"id":"W4250555774","doi":"10.1007/978-94-007-0753-5_102748","title":"Nonheterosexual Orientation and Behavior in England","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Orientation (vector space); Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003257876,0.00008690013,0.0001689109,0.0005903845,0.001435244,0.001107929,0.0002635138,0.0003218199,0.009320948],"category_scores_gemma":[0.001008149,0.0001514443,0.00005994226,0.001270023,0.0009721188,0.0009272647,0.001005124,0.0006844039,0.000543262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349574,"about_ca_system_score_gemma":0.002335259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3460066,"about_ca_topic_score_gemma":0.6484402,"domain_scores_codex":[0.9997723,0.0000692238,0.00001807854,0.00003045819,0.00004348197,0.00006649756],"domain_scores_gemma":[0.9995841,0.0001749156,0.0000622446,0.00001194894,0.00005172812,0.0001150907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002936379,0.0002480138,0.2375753,0.0006453098,0.00002252591,0.002755001,0.4933578,0.0001427808,0.001890086,0.08299714,0.02609916,0.1539732],"study_design_scores_gemma":[0.000007355185,0.00006218755,0.7313307,0.0004563651,0.000008773468,0.0004889172,0.1432606,0.00006012394,0.0001571963,0.003085447,0.1210531,0.00002922613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090279,0.02788412,0.0001215237,0.005402299,0.0001871276,0.000009413508,0.0005628479,0.00000584866,0.05679896],"genre_scores_gemma":[0.9092663,0.01778441,0.0001172356,0.00049898,0.0000546615,0.00001373722,0.0002708697,0.0000101109,0.07198364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3460066,"threshold_uncertainty_score":0.6879853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678974863417177,"score_gpt":0.300134866681701,"score_spread":0.2633451180475292,"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."}}