{"id":"W4311656672","doi":"10.52975/llt.2022v90.003","title":"“The Same Tools Work Everywhere”","year":2022,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Workforce; Gig economy; Identification (biology); Work (physics); Trade union; Political science; Public relations; Business; Economy; Management; Engineering; Labour law; Law; Economics; International trade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003783,0.001057395,0.0002928037,0.001738642,0.01126624,0.0136862,0.001474426,0.003214806,0.02197669],"category_scores_gemma":[0.005868692,0.0003744635,0.0004588412,0.001883676,0.02938656,0.01132012,0.008483699,0.004100996,0.006406741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008760663,"about_ca_system_score_gemma":0.008122738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07512465,"about_ca_topic_score_gemma":0.1811046,"domain_scores_codex":[0.9940124,0.002335515,0.0001162966,0.0005937276,0.001590797,0.001351343],"domain_scores_gemma":[0.9962632,0.0008769293,0.0002803417,0.0007618153,0.0007229443,0.001094891],"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":[0.00007206915,0.00007659381,0.004023908,0.000400368,0.00004456881,0.0004853771,0.1620985,0.0001791503,0.001469206,0.413626,0.2565998,0.1609244],"study_design_scores_gemma":[0.00001102988,0.00002842148,0.001892938,0.0001957847,0.00001241732,0.0001197233,0.05268475,0.0000649576,0.0003484795,0.01450994,0.9301022,0.00002945574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02931055,0.005840588,0.02067165,0.1091537,0.003378631,0.0001381389,0.000244974,0.0009563489,0.8303055],"genre_scores_gemma":[0.5927107,0.003875154,0.01419653,0.02360338,0.0006465449,0.0002211426,0.0003242201,0.0006348764,0.3637875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07512465,"threshold_uncertainty_score":0.1493748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712006204703363,"score_gpt":0.2353345772109915,"score_spread":0.2182145151639579,"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."}}