{"id":"W2014892138","doi":"10.3138/cjhs.23.1.co1","title":"Gender independent kids: A paradigm shift in approaches to gender non-conforming children","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Human Sexuality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pride; Gender psychology; Diversity (politics); Human sexuality; Meaning (existential); Psychology; Paradigm shift; Conformity; Gender studies; Identity (music); Public discourse; Gender diversity; Developmental psychology; Independence (probability theory); Gender Identity Disorder; Gender history; Social psychology; Sociology; Gender identity; Political science; Psychotherapist; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003379703,0.0002209535,0.0003989559,0.0005188749,0.0005274321,0.0001524874,0.0008333038,0.0001818488,0.0004412112],"category_scores_gemma":[0.00006155571,0.0001768621,0.0001112835,0.0002286812,0.000163563,0.0001620676,0.00003707324,0.0008168928,0.0001527493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858823,"about_ca_system_score_gemma":0.00101613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.23002,"about_ca_topic_score_gemma":0.4829909,"domain_scores_codex":[0.9972735,0.0005732556,0.000798096,0.0002517637,0.0003161883,0.0007871646],"domain_scores_gemma":[0.9979635,0.00007962113,0.0003391948,0.0005996049,0.00003643583,0.0009816469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004695286,0.0001157541,0.7981128,0.0001171129,0.0002075506,0.00005413904,0.07144579,0.00007490817,0.000004812208,0.1181865,0.00910546,0.002528184],"study_design_scores_gemma":[0.0007277181,0.0001258839,0.9616575,0.000008663466,0.00004512342,0.0001489132,0.0005552147,0.000003060722,0.000001725987,0.03508816,0.001424276,0.0002138087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970188,0.0002361484,0.0002270468,0.003547048,0.0006293718,0.000349604,0.00002057039,0.000007796033,0.02479446],"genre_scores_gemma":[0.995957,0.000001838707,0.00002296615,0.002275242,0.001194546,0.00000891709,0.000006111267,0.00002909039,0.0005042481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2529709,"threshold_uncertainty_score":0.7751074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772128184865076,"score_gpt":0.3558820767945314,"score_spread":0.1786692583080238,"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."}}