{"id":"W7013165407","doi":"","title":"No Good Brother","year":2018,"lang":"en","type":"article","venue":"Research Repository (University of Gloucestershire)","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brother; Innocence; Sister; Form of the Good","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00103576,0.00006509268,0.0001333774,0.0001164889,0.002131097,0.00007109855,0.0005817238,0.00008876359,0.0001539009],"category_scores_gemma":[0.00009686511,0.00007834508,0.00008374785,0.0003075114,0.001086393,0.0003398829,0.0002152149,0.0001593325,0.0005516345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481874,"about_ca_system_score_gemma":0.0002259539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02733408,"about_ca_topic_score_gemma":0.009501794,"domain_scores_codex":[0.9979193,0.0005240316,0.00008335674,0.0002333319,0.0008253344,0.0004146798],"domain_scores_gemma":[0.9986187,0.0000803606,0.00005910329,0.0002555883,0.00084225,0.0001440638],"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":[0.0008191704,0.0009955261,0.2101448,0.0003903313,0.0007778895,0.0002895552,0.3165118,0.000001437865,0.03039416,0.04420562,0.3805201,0.01494956],"study_design_scores_gemma":[0.0005244632,0.0005818343,0.04236273,0.000097099,0.00002322074,0.000002551449,0.1499214,0.00002231758,0.0008112487,0.0003534098,0.8050836,0.0002160896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4933138,0.0001400692,0.00003315549,0.001478889,0.0003542287,0.0001626035,0.000001710996,0.00004352004,0.504472],"genre_scores_gemma":[0.8537422,0.0001209903,0.0001599218,0.000009311227,0.0003177373,1.981344e-7,4.31647e-7,0.000005430045,0.1456438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4245635,"threshold_uncertainty_score":0.999168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0816829170027611,"score_gpt":0.3395048493975683,"score_spread":0.2578219323948072,"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."}}