{"id":"W4321505815","doi":"10.1177/20563051231157594","title":"TikTok’s Queer Potential: Identity, Methods, Movements","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Queer; Lesbian; Transgender; Queer theory; Heteronormativity; Identity (music); Sociology; Sexual identity; Gender studies; Subversion; Aesthetics; Human sexuality; Political science; Art; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001400926,0.0002510296,0.0004089194,0.00009978427,0.0004030755,0.00005354501,0.0005864839,0.0007906252,0.00169267],"category_scores_gemma":[0.0001694126,0.0002738987,0.0004677505,0.0009855169,0.0004146479,0.0001492393,0.0003676056,0.0005643138,0.001487798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282579,"about_ca_system_score_gemma":0.00005362269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002422307,"about_ca_topic_score_gemma":0.0004675115,"domain_scores_codex":[0.9973466,0.000372928,0.00041324,0.000570296,0.0005032498,0.000793725],"domain_scores_gemma":[0.998935,0.0002496185,0.0001627737,0.0004256456,0.0001090031,0.0001179736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002761034,0.0005093493,0.007666922,0.00004457528,0.0008509398,0.00009758916,0.251478,3.352077e-7,0.01004992,0.1415432,0.5066739,0.08105761],"study_design_scores_gemma":[0.005309099,0.0001429946,0.1660556,0.00002057284,0.0005333948,0.00001591897,0.3747144,0.00003976895,0.001630236,0.2396263,0.2102914,0.001620303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493783,0.0006513463,0.003768358,0.004094467,0.02413144,0.0007673316,0.0001715834,0.00317552,0.01386166],"genre_scores_gemma":[0.9149559,0.0006040078,0.009016249,0.006194894,0.007853858,0.001083546,0.0007191123,0.0004466572,0.05912573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963825,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08250607521691186,"score_gpt":0.4416130639512567,"score_spread":0.3591069887343448,"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."}}