{"id":"W2769986432","doi":"10.36510/learnland.v7i2.649","title":"Commentary: The Transgender Child: A Lesson in Acceptance","year":2014,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Inclusion (mineral); Openness to experience; Psychology; Diversity (politics); Gender studies; Sociology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921865,0.0001203692,0.000162902,0.00008238271,0.0002759996,0.0000428947,0.0002577641,0.00009009346,0.0009052051],"category_scores_gemma":[0.00003299721,0.00008732497,0.00005653336,0.0001741399,0.0000356149,0.00005827704,0.00002120273,0.0005770546,0.0003231685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191353,"about_ca_system_score_gemma":0.00000787722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003109828,"about_ca_topic_score_gemma":0.003577745,"domain_scores_codex":[0.9985859,0.0005156115,0.0001877167,0.0002209827,0.0001201854,0.0003695865],"domain_scores_gemma":[0.9994389,0.000184889,0.00006782101,0.0002435053,0.00001088578,0.00005398195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005978392,0.000102096,0.9167656,0.00008490113,0.00003201092,0.000004570527,0.01242612,0.0002230691,0.000009685213,0.004987095,0.03551956,0.02978552],"study_design_scores_gemma":[0.0008664679,0.00006899783,0.6170894,0.00001266883,0.0000163195,0.00001042283,0.0004496622,0.0001841393,0.000001991476,0.0003060609,0.3808723,0.0001215562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8130487,0.0009470441,0.0001776198,0.05387585,0.0005717231,0.0001798114,0.00000283996,0.00009707929,0.1310993],"genre_scores_gemma":[0.9910318,0.0001334089,0.00001756192,0.00542656,0.0006085082,0.00002581884,0.00001299522,0.00002162661,0.002721751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3453527,"threshold_uncertainty_score":0.9911361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881046284779402,"score_gpt":0.3225395935307937,"score_spread":0.3037291306829997,"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."}}