{"id":"W3135870017","doi":"","title":"Human-AI Coordination","year":2020,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00009346633,0.0001400143,0.0001251968,0.00003163356,0.0001128877,0.0001574583,0.0005314781,0.00004868993,0.00001892342],"category_scores_gemma":[0.00000249885,0.0001418879,0.00001545101,0.0001625374,0.00002888048,0.0008533102,0.0001496022,0.0002201789,0.00002904506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008234332,"about_ca_system_score_gemma":0.000004144599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001795326,"about_ca_topic_score_gemma":0.00004030549,"domain_scores_codex":[0.9992468,0.00001914235,0.0002081204,0.000204194,0.0001214364,0.0002003189],"domain_scores_gemma":[0.9995001,0.00003755836,0.00002350016,0.0003023566,0.00001021977,0.0001262911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008835984,0.0001510689,0.04917852,0.008016191,0.0007835036,0.00006539727,0.04540462,0.5011454,0.0145896,0.009107045,0.1176712,0.2537992],"study_design_scores_gemma":[0.0002736275,0.00002361353,0.007290627,0.0001480702,0.0000226313,0.000006003446,0.0006308747,0.9536693,0.000114215,0.0002676815,0.03729104,0.000262371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8326244,0.0004119494,0.04198974,0.001551444,0.0004940126,0.0003876065,0.001016414,0.00185965,0.1196648],"genre_scores_gemma":[0.9977388,0.00003150458,0.0002644755,0.0004221897,0.000259623,0.000005534445,0.001212541,0.00002741188,0.00003791523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4525239,"threshold_uncertainty_score":0.5786021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626067225969296,"score_gpt":0.2432743011471627,"score_spread":0.2170136288874697,"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."}}