{"id":"W2889216747","doi":"10.1002/pra2.2017.14505401119","title":"Information needs, seeking and assessment of parents of gender creative children and transgender youth","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Agency for Medical Research and Development","keywords":"Transgender; Seekers; Information needs; Psychology; Information seeking; Developmental psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107703,0.00006810956,0.0001586268,0.0005162683,0.000441577,0.00008636527,0.0002785735,0.0001314394,0.000001193012],"category_scores_gemma":[0.0006016974,0.00005465184,0.00002037793,0.0003420771,0.000430786,0.002520619,0.0001106375,0.0000907732,2.998666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005060059,"about_ca_system_score_gemma":0.00007805664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624512,"about_ca_topic_score_gemma":0.000002626858,"domain_scores_codex":[0.9991038,0.000003612918,0.0003866239,0.00005648815,0.0002961462,0.0001533162],"domain_scores_gemma":[0.997344,0.00002194483,0.001486456,0.00009553206,0.001025161,0.00002694946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008319488,0.00001136816,0.8982879,0.0001522261,0.00002765744,4.140348e-10,0.01243602,1.873546e-7,0.0001550423,0.08219521,0.00007562686,0.006650437],"study_design_scores_gemma":[0.0007267888,0.00007363396,0.9858962,0.00001417517,0.00005196835,0.000001588993,0.008795595,0.00009181295,0.0006308684,0.003543218,0.0001175775,0.00005658075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825541,0.00002098335,0.00006686339,0.0008960895,0.00009180332,0.0003942336,0.00009323383,0.0000130002,0.01586965],"genre_scores_gemma":[0.9996417,0.0001020023,0.0001538682,0.00004106996,0.000008116436,0.00001322282,0.000004484754,0.000001798379,0.0000337904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08760828,"threshold_uncertainty_score":0.3396298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041495495139869,"score_gpt":0.3473014185103222,"score_spread":0.3168864635589235,"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."}}