{"id":"W4413582417","doi":"10.64628/aam.y5wgt5v96","title":"Provincial competition law needed to address the power of gig work platforms","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; McMaster University","funders":"","keywords":"Gig economy; Competition (biology); Work (physics); Competition law; Business; Internet privacy; Law and economics; Engineering; Computer science; Economics; Market economy; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006551932,0.000116534,0.0001843333,0.00005367913,0.0004475054,0.0001927422,0.0005071301,0.0001275422,0.00209661],"category_scores_gemma":[0.00002459194,0.00008760375,0.0001302417,0.0002169959,0.0001853957,0.0003091613,0.0002304714,0.0002840119,0.00003294054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290991,"about_ca_system_score_gemma":0.0002106759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005720446,"about_ca_topic_score_gemma":0.008241287,"domain_scores_codex":[0.9989053,0.0000420324,0.0003155239,0.0001716529,0.0003630794,0.0002024104],"domain_scores_gemma":[0.9994376,0.00008559392,0.0001343096,0.0002088362,0.000062933,0.00007073437],"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":[0.00006240294,0.00005368032,0.0000641169,0.00002132814,0.0000222095,3.358477e-7,0.02351314,0.0006582325,4.336033e-7,0.9705613,0.002471396,0.002571429],"study_design_scores_gemma":[0.0003076074,0.0001253941,0.0006776862,0.0001641662,0.0000319732,2.70505e-7,0.05305067,0.00001180459,0.000187705,0.07169282,0.8732376,0.0005123557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1349659,0.00001232021,0.0004076044,0.003709698,0.0008816011,0.001105204,0.0001110319,0.00007702737,0.8587296],"genre_scores_gemma":[0.9967808,0.000007442816,0.00008978441,0.001215637,0.0001225264,0.0001323971,0.0001078118,0.000007822711,0.001535767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8988684,"threshold_uncertainty_score":0.9988156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273199673551127,"score_gpt":0.270315762787327,"score_spread":0.2475837660518157,"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."}}