{"id":"W4212912509","doi":"10.1080/09505431.2022.2036118","title":"Big Tech","year":2022,"lang":"en","type":"article","venue":"Science as Culture","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science; Business","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001843166,0.001324508,0.0009020396,0.002874633,0.001600048,0.007012456,0.001337435,0.001846028,0.6591026],"category_scores_gemma":[0.004288786,0.0008171864,0.000800836,0.002896611,0.0007123992,0.004056121,0.002981848,0.002605777,0.6601743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101839,"about_ca_system_score_gemma":0.003210152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551835,"about_ca_topic_score_gemma":0.003261028,"domain_scores_codex":[0.9984359,0.000185964,0.00006995677,0.0003233288,0.0008072766,0.0001774526],"domain_scores_gemma":[0.9954486,0.0005994512,0.0001928792,0.001362209,0.001072906,0.00132398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005936607,0.00004353919,0.0002481561,0.0001412398,0.000009387613,0.00003399357,0.00003587055,0.00009001436,0.0009100576,0.009738064,0.8797576,0.1089328],"study_design_scores_gemma":[0.00002100248,0.00001739844,0.0003680987,0.00004663614,0.000003985474,0.00004049331,0.00002982977,0.0001975918,0.0004427525,0.006178889,0.9926451,0.000008156071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009091227,0.001037412,0.009077102,0.005361347,0.002220221,0.0002178428,0.01467918,0.01432421,0.9521735],"genre_scores_gemma":[0.003544619,0.000775077,0.003988785,0.001726348,0.0004939127,0.0001766104,0.01243677,0.003018844,0.973839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9984,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403334959920365,"score_gpt":0.2817368834506487,"score_spread":0.267703533851445,"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."}}