{"id":"W4390950028","doi":"10.1007/978-3-031-45693-0_2","title":"TikTok as a Platform Tool: Surveying Disciplinary Perspectives on Platforms and Cultural Production","year":2024,"lang":"en","type":"book-chapter","venue":"Creative working lives","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Discipline; Relevance (law); Knowledge management; Engineering; Computer science; Software; Data science; World Wide Web; Political science","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002517955,0.0006238314,0.0005214519,0.0004315596,0.0004322464,0.002050912,0.0001899747,0.0002059536,0.0002039395],"category_scores_gemma":[0.00008122224,0.0004802959,0.0002043895,0.00009402158,0.0002940749,0.003844379,0.0004214005,0.000545516,0.0009626458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785117,"about_ca_system_score_gemma":0.00002462318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004562009,"about_ca_topic_score_gemma":0.00003995449,"domain_scores_codex":[0.9981388,4.486741e-7,0.0003826749,0.0009071413,0.0002181011,0.0003528484],"domain_scores_gemma":[0.9991876,0.0000744394,0.0003508312,0.0002611061,0.0001005357,0.00002544453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002177344,0.00003520996,0.0002668848,0.0002584101,0.0003008222,0.0000382623,0.002636674,0.00003248459,0.000004694063,0.979376,0.0009372048,0.01589563],"study_design_scores_gemma":[0.0003757521,0.0001596237,0.001408242,0.004628678,0.0002905846,0.00004317242,0.03598171,0.0003451265,0.00001211958,0.8789373,0.07610948,0.001708217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2811284,0.0009991702,0.000002403867,0.0000730461,0.0006394166,0.0003657378,0.000007904826,0.0001977852,0.7165861],"genre_scores_gemma":[0.6148451,0.0004019653,0.00003798702,0.0001015547,0.003075799,0.00002451791,0.000201021,0.0001328376,0.3811792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3354069,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880028154528562,"score_gpt":0.2463668528989804,"score_spread":0.1975665713536948,"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."}}