{"id":"W3117190219","doi":"10.20535/2410-8286.213604","title":"REFLECTION OF GLOBAL LEARNING AND DEVELOPMENT TRENDS IN OFFICIAL NARRATIVES OF CANADIAN CORPORATIONS","year":2020,"lang":"en","type":"article","venue":"Advanced Education","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Narrative; Inclusion (mineral); Content analysis; Public relations; Political science; Narrative inquiry; Interpretation (philosophy); Object (grammar); Sociology; Diversity (politics); Coding (social sciences); Library science; Accounting; Business; Social science; Computer science; Law; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007979576,0.0006130256,0.0003884816,0.005797852,0.01281283,0.00928606,0.00138312,0.001189076,0.002434961],"category_scores_gemma":[0.02040211,0.000391902,0.0002268516,0.009374311,0.0093454,0.002787044,0.005064953,0.002271923,0.0002560777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07630377,"about_ca_system_score_gemma":0.06531328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8950097,"about_ca_topic_score_gemma":0.9385287,"domain_scores_codex":[0.992712,0.002203181,0.0003797724,0.0005266167,0.002572365,0.001606136],"domain_scores_gemma":[0.9761321,0.01107364,0.002960568,0.0011921,0.00674944,0.001892179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002961153,0.000008135783,0.008558794,0.0001056705,0.000004229908,0.0004689794,0.9724059,0.00008894477,0.000596212,0.004393474,0.002579632,0.01076051],"study_design_scores_gemma":[0.000001494375,0.000009159939,0.01208652,0.0001934889,0.000006990386,0.0001548084,0.9252836,0.0001161129,0.0006635419,0.0003272896,0.06112213,0.00003493114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447095,0.002027217,0.001318186,0.009284727,0.0001275427,0.00008710277,0.00142009,0.00005623617,0.04096926],"genre_scores_gemma":[0.9895974,0.001353368,0.0006938137,0.0004166129,0.00002074647,0.00002538235,0.0003502142,0.00003925231,0.007503178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049903,"threshold_uncertainty_score":0.5536252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449331712088694,"score_gpt":0.2697436352615857,"score_spread":0.2452503181406988,"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."}}