{"id":"W3083700221","doi":"10.11575/prism/38167","title":"Social Media and Safe Spaces: A Mixed Methods Study on Identity Formation for LGBTQ+ Albertans","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Genealogy; Sociology; Gender studies; Social media; Geography; Political science; History; Art; Law; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006194463,0.0006877145,0.0007334708,0.002214728,0.01479019,0.004402186,0.002236368,0.001252612,0.004457698],"category_scores_gemma":[0.005563093,0.0006219758,0.0004258054,0.002252732,0.003764056,0.001709451,0.00353507,0.001939158,0.00050603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01697108,"about_ca_system_score_gemma":0.02690507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6359789,"about_ca_topic_score_gemma":0.8295388,"domain_scores_codex":[0.9968799,0.00131872,0.00009209322,0.0003797397,0.0005987562,0.000730757],"domain_scores_gemma":[0.9967561,0.001290488,0.0002706677,0.0002182197,0.0008908368,0.0005736448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001479062,0.001332236,0.03639619,0.0001587591,0.00002064834,0.0008083408,0.9294435,0.00007602393,0.001141084,0.001207329,0.0009244131,0.02834353],"study_design_scores_gemma":[0.00001664284,0.0003163469,0.03216124,0.0001194749,0.00001869546,0.00006426445,0.9608454,0.0001481928,0.0002216004,0.0003619738,0.005700352,0.00002573208],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939525,0.0001818336,0.0004534819,0.0003153933,0.00002128862,0.0006141936,0.0001261759,0.00000694859,0.004328199],"genre_scores_gemma":[0.9846637,0.0006315898,0.003098162,0.001046288,0.0000274145,0.00129868,0.0002609035,0.00002143886,0.008951691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640211,"threshold_uncertainty_score":0.7323297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568803175635365,"score_gpt":0.5430668000326981,"score_spread":0.3861864824691617,"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."}}