{"id":"W4404644065","doi":"10.1007/978-3-031-75813-3_5","title":"Content Regulations by Platforms: Enduring Challenges","year":2024,"lang":"en","type":"book-chapter","venue":"Law, governance and technology series","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0226741,0.0007777313,0.001155516,0.002565273,0.006886895,0.03175596,0.005581589,0.01984202,0.02455498],"category_scores_gemma":[0.04815628,0.0009407489,0.0009559346,0.002863683,0.02509733,0.05308064,0.0101256,0.01536227,0.008944537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006134765,"about_ca_system_score_gemma":0.01217195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546538,"about_ca_topic_score_gemma":0.006417078,"domain_scores_codex":[0.9784297,0.006766007,0.0008681579,0.003021668,0.008994082,0.001920448],"domain_scores_gemma":[0.9303751,0.04066305,0.002304294,0.01122342,0.01208705,0.003347198],"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":[0.000008180502,0.00002917114,0.00009107009,0.00004330995,0.000004343203,0.00002830987,0.0005905134,0.0001774973,0.0001983825,0.9201506,0.05229551,0.02638313],"study_design_scores_gemma":[0.00001293642,0.00001942524,0.0002516618,0.0004353827,0.000009062206,0.00007394244,0.001409036,0.0008007694,0.0006103881,0.6373971,0.3589476,0.00003268864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01007701,0.01676466,0.04224983,0.3534673,0.004740092,0.00008979266,0.0002465316,0.0008240384,0.5715408],"genre_scores_gemma":[0.4044309,0.02405112,0.03587846,0.1521355,0.01614715,0.0006940642,0.0005292,0.002171545,0.3639621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03175596,"threshold_uncertainty_score":0.1199135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125229624885344,"score_gpt":0.1881142299061043,"score_spread":0.1568619336572509,"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."}}