{"id":"W4405627124","doi":"10.1177/10591478241310217","title":"When Platforms Go Public, Standards Drop","year":2024,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Drop (telecommunication); Drop out; Business; Computer science; Industrial organization; Telecommunications; Economics","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":[0.0006194743,0.00005270483,0.00004371201,0.0001151257,0.0005546118,0.0009816585,0.00004963408,0.00002158052,0.0003178625],"category_scores_gemma":[0.00002676296,0.00004717333,0.00001940616,0.0001840142,0.00007208691,0.001862248,0.00001564491,0.00004605815,0.00008848187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009882874,"about_ca_system_score_gemma":0.00005631306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002889158,"about_ca_topic_score_gemma":0.0008061588,"domain_scores_codex":[0.9993992,0.00001153858,0.000121813,0.0001681967,0.0001803023,0.0001188992],"domain_scores_gemma":[0.9998082,0.000004040433,0.000006518884,0.00007312188,0.00005878901,0.00004935214],"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":[0.000001648042,0.00001700724,0.00002859229,0.00003216143,0.00002365493,5.828291e-7,0.004508107,0.00006672059,8.794485e-7,0.7817082,0.01253659,0.2010758],"study_design_scores_gemma":[0.00003995052,0.00001077474,0.00005160526,0.00002439801,0.00001109227,7.413148e-7,0.003260932,0.0005356858,0.00001736676,0.007887267,0.988087,0.0000731718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01525592,0.0007264306,0.02930074,0.06819656,0.001962509,0.0009737238,0.00001826587,0.0004403587,0.8831255],"genre_scores_gemma":[0.9589149,0.001158858,0.0006949164,0.0001587196,0.0002394717,0.00007136905,0.00002224273,0.000005319147,0.03873415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9755504,"threshold_uncertainty_score":0.9466156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959557051103246,"score_gpt":0.2792430560965841,"score_spread":0.2596474855855516,"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."}}