{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003684287,0.00004878921,0.00007316843,0.0002127224,0.00007926024,0.00001130249,0.00002774626,0.00001386005,0.00005647119],"category_scores_gemma":[0.0000513269,0.00005356767,0.000006260022,0.001200355,0.00001461124,0.0002638643,0.00001810641,0.00002480353,0.000002980338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003898262,"about_ca_system_score_gemma":0.00007761758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197688,"about_ca_topic_score_gemma":0.06663919,"domain_scores_codex":[0.9996361,0.00000377921,0.0001490501,0.00008995989,0.00006279751,0.00005832569],"domain_scores_gemma":[0.9997479,0.000003206517,0.0001239827,0.00001829442,0.00009843791,0.000008168142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003923526,0.00008848595,0.794072,0.0001515376,0.00002347016,2.164388e-7,0.003318049,0.001813779,0.00072674,0.06080396,0.001220589,0.1377419],"study_design_scores_gemma":[0.0002780474,0.0000177394,0.8981535,0.00003493681,0.0000107791,9.409874e-8,0.01003723,0.0002025065,0.0001381448,0.002461033,0.08853178,0.0001342491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666481,0.0002170992,0.0008967745,0.003987849,0.0001942917,0.0001469141,0.000001162583,0.00002389287,0.02788393],"genre_scores_gemma":[0.9979177,0.000009299172,0.001712118,0.0001469962,0.00008177833,0.000005345541,0.00006177815,0.000003410697,0.00006164205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1376077,"threshold_uncertainty_score":0.9503922,"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."}}