{"id":"W4312456255","doi":"10.13169/workorgalaboglob.16.2.0007","title":"Click farm platforms","year":2022,"lang":"en","type":"article","venue":"Work Organisation Labour & Globalisation","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Work (physics); Latin Americans; Articulation (sociology); Sociology; Ideology; Digital culture; Gig economy; Media studies; Political science; Precarity; Gender studies; Anthropology; Engineering; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001034563,0.0001184452,0.0001187076,0.00009708518,0.001768884,0.00022795,0.0002557316,0.00007084125,0.004413529],"category_scores_gemma":[0.00007248164,0.0001394478,0.00006260477,0.0009182641,0.00008865262,0.000866998,0.00004481135,0.0001519175,0.0003307157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008455141,"about_ca_system_score_gemma":0.000221587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004211272,"about_ca_topic_score_gemma":0.0003680567,"domain_scores_codex":[0.9984488,0.0001173109,0.0003377604,0.0002159325,0.0005702531,0.0003098727],"domain_scores_gemma":[0.9994254,0.00005768346,0.0001833323,0.0001569638,0.00007199327,0.0001047024],"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":[0.00005135722,0.00007804469,0.01164711,0.000004837188,0.00001640296,9.806407e-7,0.01997356,0.001058227,0.00001612494,0.9196569,0.001789583,0.04570688],"study_design_scores_gemma":[0.0004997635,0.00006324866,0.01527592,0.000006100893,0.00001518351,0.000002244759,0.02073077,0.00003412687,0.0001093631,0.04929088,0.9136706,0.0003018192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385969,0.000049898,0.002058021,0.004239786,0.001111162,0.0005513121,0.0000579714,0.0003947033,0.1529402],"genre_scores_gemma":[0.9959523,0.00002346405,0.0001971112,0.001321498,0.0002368885,0.00005427798,0.0002288208,0.00001432189,0.001971312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.911881,"threshold_uncertainty_score":0.9995307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471179932614621,"score_gpt":0.2484152953455448,"score_spread":0.2337034960193986,"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."}}