{"id":"W4229076824","doi":"10.33137/ijournal.v7i2.38616","title":"The ‘Correct’ Trans","year":2022,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Categorization; Transgender; Perspective (graphical); Mindset; Sociology; Embodied cognition; Socioeconomic status; Social psychology; Psychology; Epistemology; Gender studies; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006339736,0.0005174663,0.0004975511,0.0009623194,0.004845927,0.01262046,0.001386212,0.003904962,0.04476501],"category_scores_gemma":[0.02812225,0.0003589739,0.0004024048,0.001142063,0.009023908,0.01359459,0.006191315,0.006798323,0.02338399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031894,"about_ca_system_score_gemma":0.003791396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00446617,"about_ca_topic_score_gemma":0.007124562,"domain_scores_codex":[0.9885545,0.004620641,0.0006533578,0.001909207,0.003151054,0.001111232],"domain_scores_gemma":[0.9881837,0.002272161,0.0007933642,0.002732519,0.004807684,0.001210567],"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":[0.00007865371,0.00003166308,0.00214129,0.0002262206,0.00001127034,0.000418037,0.03681919,0.00003610878,0.0007090158,0.3999781,0.4797078,0.07984262],"study_design_scores_gemma":[0.000003022113,0.00001527475,0.0004834036,0.0001960527,0.000003795838,0.0005243465,0.01235175,0.00003652308,0.0002081938,0.01256247,0.9736007,0.00001444087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01670597,0.004761609,0.02077133,0.3437439,0.04697536,0.00009734843,0.001210083,0.0005865386,0.5651478],"genre_scores_gemma":[0.2263447,0.004780435,0.01836513,0.1304655,0.005909629,0.0002161699,0.001117676,0.001139274,0.6116616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04476501,"threshold_uncertainty_score":0.1497539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576568889295732,"score_gpt":0.3640884153601091,"score_spread":0.3383227264671518,"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."}}