{"id":"W4385221472","doi":"10.5465/amproc.2023.223bp","title":"Relational Infrastructures and Gig Worker Well-Being: Social and Parasocial Interaction Rituals","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Craft; Variety (cybernetics); Scholarship; Affect (linguistics); Relational theory; Emotional labor; Business; Psychology; Knowledge management; Social psychology; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001915019,0.0002762229,0.0002252696,0.000853368,0.003602054,0.00464332,0.0004764982,0.0007355697,0.002836893],"category_scores_gemma":[0.003934198,0.0002203268,0.0002397408,0.0006381098,0.007026785,0.002964473,0.005650773,0.001245254,0.000246518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097085,"about_ca_system_score_gemma":0.0009774598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157566,"about_ca_topic_score_gemma":0.003573764,"domain_scores_codex":[0.9984109,0.0009321627,0.00004898873,0.0001539479,0.0001763097,0.0002776587],"domain_scores_gemma":[0.9976737,0.0007673426,0.0005938495,0.0002568974,0.0001065018,0.00060179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001576084,0.0003174134,0.2200255,0.0002431031,0.00008572782,0.000917382,0.6496751,0.000434113,0.004333429,0.04234383,0.002336603,0.0791302],"study_design_scores_gemma":[0.00001826188,0.0002123335,0.2968384,0.0002122695,0.00004185291,0.0007878022,0.6377816,0.0006911854,0.0007192153,0.02566653,0.03694919,0.00008140966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718505,0.0006787602,0.003130641,0.00162597,0.00002648103,0.00001877741,0.00003721593,0.00003403157,0.02259763],"genre_scores_gemma":[0.998659,0.000147218,0.0003953251,0.0001094172,0.000007349949,0.00001209761,0.00001273508,0.000006646474,0.0006501199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00464332,"threshold_uncertainty_score":0.01012772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013929621603232,"score_gpt":0.2984165503494234,"score_spread":0.2682772541333911,"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."}}