{"id":"W4387676706","doi":"10.15173/glj.v14i3.5332","title":"Mutualism, class composition, and the reshaping of worker organisation in platform work and the gig economy","year":2023,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mutualism (biology); Mainstream; Workforce; Sociology; Collectivism; Political economy; Public relations; Political science; Economic growth; Economics; Market economy; Ecology","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":[0.001867732,0.00005180538,0.0001163252,0.00003247626,0.0004560593,0.0003117859,0.0001046962,0.00004470503,0.00002974979],"category_scores_gemma":[0.00004501046,0.00003210414,0.00002973677,0.000346767,0.0004964576,0.0005793969,0.00002080613,0.0001219598,0.000007215557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006392168,"about_ca_system_score_gemma":0.00006569621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191923,"about_ca_topic_score_gemma":0.0002779923,"domain_scores_codex":[0.999311,0.000122828,0.0002576615,0.000057465,0.0001038061,0.0001472294],"domain_scores_gemma":[0.9995587,0.0001894192,0.0001235555,0.00004130337,0.00004348096,0.00004350956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002612686,0.000006366763,0.009882754,0.000005089567,0.00002112247,0.000001421775,0.01464139,0.0001061573,2.818048e-7,0.9607196,0.0005841347,0.01377037],"study_design_scores_gemma":[0.008151188,0.00002659885,0.1258035,0.000215022,0.00003784424,0.00004290115,0.04782204,0.0003339187,0.00001001392,0.7246468,0.09269062,0.000219568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453411,0.0004420545,0.0000990676,0.01839739,0.000137531,0.0001789597,0.000007015218,0.00001356925,0.03538337],"genre_scores_gemma":[0.9988742,0.0002701053,0.00002250243,0.000694378,0.0000922023,0.000003039693,0.000002275481,0.000001997151,0.00003931114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360729,"threshold_uncertainty_score":0.3507685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425536053196264,"score_gpt":0.2523805770161304,"score_spread":0.2381252164841677,"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."}}