{"id":"W4407891661","doi":"10.1080/24701475.2025.2469466","title":"Twitch","year":2025,"lang":"en","type":"article","venue":"Internet Histories","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00008614515,0.00003652314,0.00005906704,0.00003278648,0.00002656624,0.00004838164,0.0001439104,0.00003194022,0.0002019046],"category_scores_gemma":[0.0001857353,0.00003518441,0.00002974294,0.00009969722,0.0002104096,0.00009286623,0.00002582345,0.00003817214,0.00006733149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633088,"about_ca_system_score_gemma":0.0001100045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000847864,"about_ca_topic_score_gemma":0.002173121,"domain_scores_codex":[0.9996281,0.00001293676,0.00006638526,0.00008034523,0.00009784797,0.0001143835],"domain_scores_gemma":[0.9998065,0.00003490818,0.00001528409,0.00006653593,0.00004020142,0.00003661096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000680143,0.00001718532,0.001731624,0.000005243858,0.00000924612,0.00000330652,0.02917003,6.840735e-8,0.000008588404,0.6617175,0.1965231,0.1108073],"study_design_scores_gemma":[0.0000376105,0.00000699624,0.000207676,0.0000124184,0.000002990243,6.141833e-8,0.001615629,5.905547e-7,0.00005040024,0.001711085,0.9963181,0.00003645314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008836903,0.0004587386,0.0001609483,0.001390131,0.002831282,0.00003945929,8.309402e-7,0.00007358345,0.9862081],"genre_scores_gemma":[0.4769023,0.00001025275,0.00003282805,0.0002201626,0.00006514735,0.000003476888,5.261608e-7,0.000001331392,0.522764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.799795,"threshold_uncertainty_score":0.2210714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307352682317478,"score_gpt":0.2982953114629542,"score_spread":0.2852217846397794,"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."}}