{"id":"W3166244067","doi":"10.1177/01634437211022714","title":"Beyond platform capitalism: critical perspectives on Facebook markets from Melanesia","year":2021,"lang":"en","type":"article","venue":"Media Culture & Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Vancouver Island University","keywords":"Commodification; Capitalism; Ethnography; Sociology; Capitalist system; Political economy; Economy; Economics; Political science; Politics; Law; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003234495,0.0005555949,0.0003821979,0.002518193,0.01710657,0.01216145,0.001046226,0.002776557,0.004388543],"category_scores_gemma":[0.004371098,0.0004124366,0.0002048076,0.001296644,0.02212117,0.01228353,0.008128406,0.004108226,0.0003095398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006870155,"about_ca_system_score_gemma":0.002555142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265766,"about_ca_topic_score_gemma":0.0355939,"domain_scores_codex":[0.9983335,0.000924403,0.00002960161,0.0001601245,0.0001182592,0.0004340373],"domain_scores_gemma":[0.9970772,0.002116695,0.0002577814,0.0001032687,0.0001822511,0.0002627659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002497346,0.00003676958,0.002353547,0.00006807914,0.000004870586,0.002001233,0.887769,0.0000368789,0.000707434,0.1007307,0.0009680803,0.005298438],"study_design_scores_gemma":[0.000004175054,0.00001902334,0.003502369,0.0001836929,0.000004803378,0.0003612257,0.9394721,0.0001698112,0.0004079495,0.008758947,0.04710219,0.00001365399],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595751,0.001508442,0.001084783,0.0117675,0.0001284761,0.00005803254,0.00003251796,0.00001273824,0.1258323],"genre_scores_gemma":[0.9945356,0.0004928635,0.0001544513,0.0005813405,0.00003320096,0.00003402771,0.000008642729,0.00001649819,0.004143307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265766,"threshold_uncertainty_score":0.04984665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364366301205787,"score_gpt":0.2626951872513575,"score_spread":0.2490515242392997,"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."}}