{"id":"W4417010037","doi":"10.1080/15295036.2025.2586771","title":"From the bathroom of platform governance: Twitch, container tech &amp; hot tub media","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Container (type theory); High tech; Doors; Clothing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001697804,0.0004297298,0.0002378418,0.00152999,0.009208934,0.01034419,0.001006299,0.001702517,0.005828845],"category_scores_gemma":[0.003189221,0.0003665446,0.000227684,0.001808348,0.01604966,0.01143815,0.009776417,0.002421393,0.0008651237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006054442,"about_ca_system_score_gemma":0.002205984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118752,"about_ca_topic_score_gemma":0.04636186,"domain_scores_codex":[0.9986143,0.00057878,0.00004002245,0.000211251,0.0002986425,0.0002569193],"domain_scores_gemma":[0.9986402,0.0007004794,0.0001364248,0.0001646793,0.0001187406,0.000239469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001176736,0.00003638373,0.005874039,0.0001539751,0.00001005315,0.001519695,0.5953322,0.0003447273,0.002475392,0.3377377,0.008995138,0.04740302],"study_design_scores_gemma":[0.00001073146,0.00007989186,0.006887283,0.0002945217,0.00001374136,0.0006409422,0.6736212,0.0007940856,0.003041485,0.02773391,0.2868487,0.00003358222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7052732,0.001684027,0.01408154,0.01598902,0.0001776924,0.00010489,0.0001298848,0.0001157627,0.262444],"genre_scores_gemma":[0.9651126,0.0006426668,0.001984529,0.0007425204,0.00003221903,0.00006529012,0.00005582234,0.000121482,0.03124293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118752,"threshold_uncertainty_score":0.04392827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746562661270125,"score_gpt":0.3840366117632426,"score_spread":0.3093803456362301,"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."}}