{"id":"W4387645557","doi":"10.1007/978-3-031-38719-7","title":"Advancing Information Systems Theories, Volume II","year":2023,"lang":"en","type":"book","venue":"Technology, work and globalization","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Volume (thermodynamics); Robotics; Artificial intelligence; Computer science; Management science; Cognitive science; Data science; Human–computer interaction; Epistemology; Systems engineering; Engineering; Philosophy; Psychology; Robot; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000684902,0.0006951228,0.0006918969,0.002746894,0.0008629305,0.007236456,0.0008463108,0.001344145,0.03794009],"category_scores_gemma":[0.002381058,0.0004171883,0.0003189648,0.004137759,0.002141026,0.006554008,0.0009887411,0.002092223,0.0137537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460652,"about_ca_system_score_gemma":0.002739889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004397538,"about_ca_topic_score_gemma":0.005647799,"domain_scores_codex":[0.9995072,0.0001066389,0.00002383027,0.00005146881,0.0002741161,0.00003666734],"domain_scores_gemma":[0.9991278,0.0005205788,0.00003522432,0.00006410695,0.0002081956,0.00004412255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000164723,0.00005404398,0.0003195476,0.0005841104,0.00001501106,0.00004833741,0.0004772962,0.0004220946,0.000337433,0.2872429,0.6013332,0.1091495],"study_design_scores_gemma":[0.000004876106,0.000009142586,0.0004574049,0.0004036086,0.00001033885,0.00009576338,0.0002465272,0.0004915776,0.0001982661,0.1506805,0.8473954,0.000006600122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001165319,0.242363,0.01630029,0.01795414,0.008264707,0.0000792761,0.0005855443,0.000315213,0.7129725],"genre_scores_gemma":[0.03824263,0.2132162,0.0161729,0.007401809,0.01158528,0.0002205613,0.001357105,0.0004028683,0.7114006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03794009,"threshold_uncertainty_score":0.1269222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251510513454468,"score_gpt":0.2329351344579461,"score_spread":0.2204200293234014,"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."}}