{"id":"W7045962420","doi":"","title":"CHAPTER 9: SEXUAL ORIENTATION","year":2022,"lang":"en","type":"book-chapter","venue":"Edge Hill University Research Information Repository (Edge Hill University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Narrative; Sexual orientation; Sexual relationship; Orientation (vector space); Romance","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":[0.0002422303,0.0004923832,0.0003876348,0.0007605209,0.001705696,0.003594215,0.0004665745,0.0008692287,0.08231223],"category_scores_gemma":[0.0007606732,0.000233093,0.0003954165,0.0007428752,0.001193726,0.001635492,0.001165557,0.002617216,0.02374211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183189,"about_ca_system_score_gemma":0.001137619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916872,"about_ca_topic_score_gemma":0.004498566,"domain_scores_codex":[0.9997379,0.00005530372,0.00001187462,0.00004136471,0.0001129699,0.0000405203],"domain_scores_gemma":[0.9997842,0.00008203507,0.00001688401,0.00001725874,0.00006418076,0.00003536423],"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":[0.00003209338,0.0000691737,0.0005378639,0.0004068353,0.000006182849,0.000310055,0.007901128,0.0001461751,0.0008749852,0.1966777,0.6237071,0.1693308],"study_design_scores_gemma":[0.000001068302,0.000007767152,0.000280493,0.000276875,0.000001063062,0.0001848802,0.0005726511,0.0000113796,0.00008719933,0.00417571,0.9943976,0.000003303338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001516956,0.01730749,0.001328124,0.005253446,0.003324661,0.00007156716,0.0002545196,0.00009942988,0.9708438],"genre_scores_gemma":[0.01175371,0.01533118,0.0008561811,0.003126193,0.0009748102,0.00007351775,0.0002864892,0.0001536712,0.9674443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08231223,"threshold_uncertainty_score":0.2753618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507555998116195,"score_gpt":0.2326320512723211,"score_spread":0.2075564912911591,"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."}}