{"id":"W1995627794","doi":"10.2466/pr0.101.3.707-721","title":"The Organizational Learning Survey: A Re-Evaluation of Unidimensionality","year":2007,"lang":"en","type":"letter","venue":"Psychological Reports","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Confirmatory factor analysis; Psychology; Exploratory factor analysis; Curse of dimensionality; Structural equation modeling; Applied psychology; Social psychology; Psychometrics; Statistics; Developmental psychology; Mathematics","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01100578,0.0002776013,0.0003220211,0.000172387,0.0004510182,0.0001737916,0.0002649348,0.0006557132,0.001684722],"category_scores_gemma":[0.015921,0.0001915023,0.0001122591,0.001078324,0.0002258357,0.0001325969,0.0001120655,0.001614692,0.000161476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006752088,"about_ca_system_score_gemma":0.00008418848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211476,"about_ca_topic_score_gemma":0.00002222356,"domain_scores_codex":[0.9956813,0.0003841599,0.0008356429,0.0006201364,0.002109348,0.0003694051],"domain_scores_gemma":[0.9945122,0.001018603,0.001457796,0.0004649836,0.002533434,0.00001299649],"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":[0.0000282291,0.00007625462,0.1009778,0.00005619041,0.00006187495,0.0001599222,0.00001358129,0.0002372426,0.00001505243,0.0006423587,0.8969564,0.0007750714],"study_design_scores_gemma":[0.00017424,0.00001695082,0.2617412,0.00005043706,0.0001229702,0.0000432777,0.00003689462,0.0001699077,0.000004324978,0.008618616,0.7287169,0.0003043732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1060801,0.001014598,0.0004946311,0.7680341,0.005419964,0.001461271,0.00001069146,0.000606776,0.1168779],"genre_scores_gemma":[0.7666723,0.000008720717,0.00005109303,0.2232721,0.005395297,0.00001095307,0.002229876,0.00007091293,0.002288797],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6605922,"threshold_uncertainty_score":0.9992279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315122843296773,"score_gpt":0.3363216945049571,"score_spread":0.2048094101752798,"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."}}