{"id":"W4210819976","doi":"10.1017/9781316651032.005","title":"Organisational environments","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Multiculturalism; Competence (human resources); Knowledge management; Political science; Sociology; Public relations; Engineering ethics; Management; Engineering; Pedagogy; 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":[0.0001270258,0.0001946398,0.000177884,0.00004226204,0.0006819559,0.00005769429,0.0004691262,0.0002349316,0.0002591994],"category_scores_gemma":[0.00001121784,0.0002159902,0.0001221864,0.000005365603,0.00085745,0.0001057677,0.0003074899,0.0001455914,0.0003950539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004493591,"about_ca_system_score_gemma":0.00006770368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005440461,"about_ca_topic_score_gemma":0.00001947612,"domain_scores_codex":[0.9988383,0.00003767181,0.0001114839,0.0003476774,0.0003985774,0.0002662754],"domain_scores_gemma":[0.9993904,0.00002469251,0.0001431249,0.0002141872,0.00006015065,0.0001674435],"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":[0.0000125313,0.00000535906,0.000004712169,0.000006800728,0.00006069247,0.0000271448,0.000267699,2.478591e-7,0.000005265028,0.896018,0.1031783,0.0004132689],"study_design_scores_gemma":[0.000167912,0.000019221,0.00006664392,0.00002830592,0.0000822701,5.276842e-7,0.000453338,7.373338e-7,0.00001580045,0.0001507899,0.9987673,0.0002471316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00025596,0.00003405709,0.00005862971,0.00007789488,0.0002733179,0.0002808165,0.0001241454,0.00007040482,0.9988248],"genre_scores_gemma":[0.00158172,0.0001065968,0.00005494962,0.0001548097,0.0003537869,3.085353e-7,0.0000450234,0.0000137379,0.9976891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8958672,"threshold_uncertainty_score":0.8807824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369314218454055,"score_gpt":0.2198143514542749,"score_spread":0.1961212092697344,"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."}}