{"id":"W4253570022","doi":"10.1007/978-3-319-78420-5","title":"Digitized Labor","year":2018,"lang":"en","type":"book","venue":"","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Department for International Development; International Development Research Centre","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002221887,0.0007922326,0.0004383505,0.002279347,0.002519223,0.006126232,0.0008732611,0.0009980086,0.2816471],"category_scores_gemma":[0.0008533514,0.0003213434,0.0002616265,0.003040579,0.00189906,0.004564772,0.002886269,0.001612078,0.106184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583159,"about_ca_system_score_gemma":0.001974183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004478882,"about_ca_topic_score_gemma":0.01211346,"domain_scores_codex":[0.9997466,0.0000374634,0.00001088994,0.00006664309,0.00009949716,0.00003886864],"domain_scores_gemma":[0.9998294,0.00003195817,0.000008938217,0.00006490377,0.00003800381,0.00002679485],"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":[0.0000174005,0.00003109058,0.0001893856,0.0001439795,0.000002417593,0.00005465202,0.0007887894,0.0001255393,0.0003045633,0.3066415,0.4788742,0.2128264],"study_design_scores_gemma":[0.00000123483,0.000002876135,0.0001161288,0.00006416044,8.315308e-7,0.00002674016,0.0001800916,0.00002768273,0.00005468222,0.01121694,0.9883069,0.000001575688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005069325,0.00359884,0.0009073705,0.0009800376,0.0005601762,0.00001940043,0.0002019785,0.0001138545,0.9931115],"genre_scores_gemma":[0.003424263,0.001983142,0.0003394373,0.0002570961,0.0001334323,0.00002641338,0.0001951701,0.00005809977,0.9935829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2816471,"threshold_uncertainty_score":0.9422035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383170032206442,"score_gpt":0.2581647366073866,"score_spread":0.2443330362853222,"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."}}