{"id":"W2185872867","doi":"10.25071/1705-1436.166","title":"Labour Protection for Self-Employed Workers","year":2003,"lang":"en","type":"article","venue":"Just Labour","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collective bargaining; Scope (computer science); Self employed; Labour economics; Labour law; Work (physics); Social insurance; Self-employment; Entrepreneurship; Business; Economics; Law and economics; Market economy; Finance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00403779,0.0002122631,0.000434412,0.001168309,0.002652757,0.00272973,0.001122752,0.004484877,0.01742922],"category_scores_gemma":[0.01327183,0.0002155004,0.0006828025,0.0006369305,0.002875033,0.001785678,0.004328893,0.002194165,0.002509416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009918072,"about_ca_system_score_gemma":0.00535157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977553,"about_ca_topic_score_gemma":0.008109544,"domain_scores_codex":[0.997234,0.0006621559,0.0001688785,0.0002769489,0.0006422616,0.001015626],"domain_scores_gemma":[0.9913025,0.00315915,0.001277198,0.001836946,0.0008783838,0.001545798],"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":[0.0003273184,0.0008711987,0.05173505,0.0005090616,0.00005776042,0.001408296,0.01399074,0.0004347523,0.008994341,0.708487,0.04796421,0.1652203],"study_design_scores_gemma":[0.0002709003,0.0008912262,0.1324701,0.001835973,0.0001177257,0.001610678,0.007060376,0.0009443777,0.004570527,0.1351796,0.714958,0.00009052062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3457508,0.005140872,0.007668198,0.08282001,0.001102046,0.0003742631,0.001061284,0.0002084552,0.5558741],"genre_scores_gemma":[0.8849444,0.001546783,0.002589999,0.01324634,0.0005588013,0.000370009,0.0005549976,0.00003348963,0.09615512],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01742922,"threshold_uncertainty_score":0.05830652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605949700191789,"score_gpt":0.2747425486284592,"score_spread":0.2486830516265413,"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."}}