{"id":"W7132383793","doi":"","title":"The Crazy Yang Bros (B): Pioneering Livestream Clip Distribution","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Distribution (mathematics); Field (mathematics); Calculus (dental)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.001274684,0.001958296,0.00107959,0.0004845351,0.005110581,0.002072172,0.001766095,0.001719229,0.000582503],"category_scores_gemma":[0.001214787,0.00165276,0.001307225,0.001326659,0.005479401,0.0006514853,0.001019598,0.003049337,0.060411],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006958787,"about_ca_system_score_gemma":0.00438295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003064096,"about_ca_topic_score_gemma":0.00007582871,"domain_scores_codex":[0.9898109,0.0005403764,0.002249001,0.002629125,0.002924385,0.001846164],"domain_scores_gemma":[0.9943699,0.0006155178,0.001235485,0.002336294,0.0006345154,0.0008083261],"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":[0.0006293214,0.001054241,0.0003687562,0.001855078,0.003924778,0.003904085,0.0004280834,0.004748789,0.01809857,0.3822198,0.5773305,0.005437996],"study_design_scores_gemma":[0.0006467946,0.0001502066,0.001900529,0.004939252,0.001050894,0.002395932,0.0001665771,0.001415023,0.00196913,0.001034535,0.982597,0.001734144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002517927,0.06944288,0.002796019,0.0001980221,0.04008126,0.002255937,0.002861995,0.001392978,0.878453],"genre_scores_gemma":[0.3055635,0.001547292,0.0001752072,0.00005401138,0.01263772,0.0005613521,0.001580366,0.001437043,0.6764435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4052665,"threshold_uncertainty_score":0.9995767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008549816008411105,"score_gpt":0.2347712822318613,"score_spread":0.2262214662234502,"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."}}