{"id":"W4399764812","doi":"10.7202/1111506ar","title":"Understanding Conflict over Regulation of Platform Work: a Critical Literature Review on the Role of Institutions, Networks and Frames in Policy-Making","year":2023,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Policy making; Political science; Process management; Engineering ethics; Knowledge management; Public administration; Computer science; Business; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005156821,0.00005615381,0.0001079042,0.0001856795,0.0002517067,0.00004536793,0.00006197074,0.0001696781,0.00002699389],"category_scores_gemma":[0.0006371848,0.000046202,0.00003175766,0.001569803,0.0002530295,0.0004089276,0.00001331081,0.0002167294,0.000001913836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008047332,"about_ca_system_score_gemma":0.000131725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003226887,"about_ca_topic_score_gemma":0.00003674883,"domain_scores_codex":[0.9993572,0.00005638399,0.0002637734,0.00007426042,0.0001255203,0.0001228575],"domain_scores_gemma":[0.9990602,0.000727848,0.00007865069,0.00007798477,0.00003211386,0.00002325715],"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":[0.00000557751,0.00001010165,0.003632737,0.00001187755,0.000006285867,1.701229e-7,0.003304715,0.002564494,3.41351e-7,0.9827557,0.0003770615,0.007331005],"study_design_scores_gemma":[0.001111092,0.0001599565,0.06858607,0.06654497,0.0001473572,0.000004692627,0.0715452,0.02161603,0.00008799064,0.3605776,0.4087643,0.0008547136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2154148,0.02973403,0.005794185,0.04910975,0.0003007644,0.00230584,0.0000873557,0.000186743,0.6970665],"genre_scores_gemma":[0.9944906,0.005279836,0.00001278555,0.00008121563,0.00003812987,0.000008937775,0.00001639741,0.000002962852,0.00006918491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7790757,"threshold_uncertainty_score":0.193595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09340820464409817,"score_gpt":0.3316254649462655,"score_spread":0.2382172603021674,"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."}}