{"id":"W2750604403","doi":"10.1093/oxfordhb/9780198708612.013.28","title":"Culture, Context, and Managerial Behaviour","year":2017,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Situated; Construct (python library); Perspective (graphical); Context (archaeology); Situated cognition; Situational ethics; Action (physics); Cognition; Notice; Psychology; Social psychology; Product (mathematics); Knowledge management; Sociology; Cognitive psychology; Epistemology; Political science; Computer science; Geography","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":[0.001778027,0.0002752156,0.000160093,0.0006277332,0.001730884,0.004755805,0.00037667,0.0007493904,0.003009049],"category_scores_gemma":[0.002262505,0.0001672113,0.00009397968,0.0007667051,0.005740335,0.0023557,0.00155602,0.0009211553,0.0003639706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804521,"about_ca_system_score_gemma":0.001336699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002918912,"about_ca_topic_score_gemma":0.0055729,"domain_scores_codex":[0.9985796,0.001015987,0.0000393986,0.00008724262,0.0001641408,0.0001136036],"domain_scores_gemma":[0.9992034,0.0004581175,0.0001264589,0.00004081144,0.00005302969,0.0001182525],"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":[0.00004502494,0.0001008409,0.01328946,0.0003827664,0.00006035273,0.0006235009,0.1349556,0.001420824,0.001388444,0.6867777,0.01112366,0.1498318],"study_design_scores_gemma":[0.00002705972,0.0001715801,0.03918302,0.00172179,0.00004583455,0.0007807398,0.1629668,0.001419169,0.0009810937,0.3908421,0.4017782,0.00008251675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.242769,0.0524976,0.005849053,0.01948399,0.0004218579,0.00004297755,0.00003364844,0.00005897229,0.6788428],"genre_scores_gemma":[0.9624388,0.01107442,0.001620805,0.00141262,0.0000830891,0.00003716623,0.00001422531,0.00001896937,0.02329987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004755805,"threshold_uncertainty_score":0.01309276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472971969935559,"score_gpt":0.2762472034010865,"score_spread":0.241517483701731,"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."}}