{"id":"W4307016203","doi":"10.5281/zenodo.7234758","title":"Analysis of Trends in the Regulation of Online Platforms Creating Infrastructure for Equal Participants of the Digital Economy","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Transformation in Law","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital economy; Business; Industrial organization; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002314266,0.00008759667,0.0001710046,0.003858504,0.000388196,0.002389715,0.0004760397,0.0006489117,0.002753776],"category_scores_gemma":[0.01420412,0.0001616802,0.0002079081,0.007660436,0.0004918473,0.001942875,0.0005478418,0.0008143562,0.0009556003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523781,"about_ca_system_score_gemma":0.001528766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006222973,"about_ca_topic_score_gemma":0.007192702,"domain_scores_codex":[0.9977232,0.0003442494,0.0002080893,0.0004348044,0.0009874604,0.0003022235],"domain_scores_gemma":[0.9750255,0.00683795,0.009515564,0.001166007,0.00651012,0.000944794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004992399,0.0002578643,0.735936,0.0005507273,0.00008347425,0.0004790327,0.007339496,0.003191196,0.009114663,0.07450904,0.01682645,0.1512129],"study_design_scores_gemma":[0.000005548468,0.0001258209,0.9165673,0.0001405098,0.0000273474,0.0002491307,0.004418877,0.004056246,0.003676251,0.001987819,0.06871618,0.00002901044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567134,0.000942118,0.002547554,0.001556896,0.00004412099,0.00005061353,0.004582531,0.000102657,0.03345993],"genre_scores_gemma":[0.9898117,0.0006128558,0.001304932,0.0001417669,0.00004441321,0.00003928167,0.002889017,0.00003377029,0.005122189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006222973,"threshold_uncertainty_score":0.01237351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730710979337526,"score_gpt":0.248686927594832,"score_spread":0.1913798178014567,"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."}}