{"id":"W3157226279","doi":"10.2139/ssrn.3351959","title":"Case Comment: In the Matter of M (Children)","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Political science","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":[0.003575369,0.0007933219,0.001230335,0.0007435186,0.008495102,0.003364792,0.004429015,0.06515905,0.01248778],"category_scores_gemma":[0.03257655,0.0007854257,0.001295725,0.0007770416,0.006066883,0.006937442,0.003540005,0.05458002,0.00276203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005422318,"about_ca_system_score_gemma":0.006556682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02804289,"about_ca_topic_score_gemma":0.04714084,"domain_scores_codex":[0.9962785,0.001067865,0.0003826732,0.0009958541,0.0004336385,0.0008415359],"domain_scores_gemma":[0.9923576,0.003998339,0.0006658069,0.0003793163,0.001167236,0.001431779],"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":[0.0001328668,0.00008169556,0.004090175,0.0002160554,0.00003689588,0.08488856,0.01248948,0.0002067892,0.0003789641,0.05890891,0.829495,0.009074649],"study_design_scores_gemma":[0.00005354027,0.00008161768,0.003479755,0.0007763095,0.00007269425,0.04819034,0.03525395,0.0006756655,0.0005474921,0.02900327,0.8816767,0.0001885693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003605958,0.0005588424,0.0003641828,0.9751937,0.01315618,0.00003291286,0.00005556644,0.00003414995,0.00699841],"genre_scores_gemma":[0.03986888,0.0008557547,0.0008486665,0.9230675,0.01623956,0.0001142064,0.00003229944,0.00006435094,0.01890883],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06515905,"threshold_uncertainty_score":0.05575931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741876324003591,"score_gpt":0.3387812227350865,"score_spread":0.3213624594950506,"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."}}