{"id":"W650919067","doi":"","title":"Fall Symposium : adapting to change","year":2007,"lang":"en","type":"article","venue":"Commercial carrier journal for professional fleet managers","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subtitle; Demographics; Quarter (Canadian coin); Sustainability; Engineering; Term (time); Operations management; Aeronautics; History; Archaeology; Computer science; Sociology; Demography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002300283,0.0002726972,0.0002793276,0.000588115,0.001423388,0.0003249797,0.0004948695,0.0001460063,0.0001868797],"category_scores_gemma":[0.0005332691,0.0002491027,0.0001913818,0.0006982847,0.00004705194,0.0009675367,0.0002145726,0.0005850119,0.0001823236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009750405,"about_ca_system_score_gemma":0.00005184253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007710983,"about_ca_topic_score_gemma":0.0001235786,"domain_scores_codex":[0.9978661,0.00003491904,0.0004784708,0.0003127572,0.0005884986,0.0007192666],"domain_scores_gemma":[0.9986711,0.000221576,0.0002981258,0.0001727709,0.0005143737,0.0001220691],"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":[0.001603103,0.000358425,0.1709777,0.000789312,0.0002941099,0.0002257558,0.004742815,0.0006887572,0.001473645,0.07782097,0.6600406,0.08098485],"study_design_scores_gemma":[0.001076712,0.00007210853,0.05237429,0.0003253957,0.000117081,0.00002416657,0.005138523,0.0003266674,0.00004704946,0.001815625,0.9380376,0.0006447822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607018,0.0006313964,0.03105345,0.2023415,0.04347902,0.003782933,0.00004749194,0.0007903213,0.05717206],"genre_scores_gemma":[0.9529154,0.000003313445,0.0007146199,0.02717749,0.01430054,0.0000299084,0.00005455454,0.00009453836,0.00470965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2922136,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634748699606195,"score_gpt":0.3124211761768983,"score_spread":0.2489463062162788,"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."}}