{"id":"W4391588968","doi":"10.1108/omj-03-2023-1756","title":"How grumpy cat helped students learn management concepts","year":2024,"lang":"en","type":"article","venue":"Organization Management Journal","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Process management; Sociology; Psychology; Knowledge management; Political science; Business; 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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009256733,0.0001281582,0.0001020721,0.0002432807,0.0009272527,0.002875136,0.0004660303,0.00005286189,0.002160331],"category_scores_gemma":[0.00006820504,0.0001238854,0.00004328202,0.00106225,0.00008625979,0.0004239278,0.0001311462,0.0001522233,0.0005642466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362355,"about_ca_system_score_gemma":0.00008215056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005783123,"about_ca_topic_score_gemma":0.0000118162,"domain_scores_codex":[0.9979187,0.0001674668,0.0002278519,0.000248285,0.001102574,0.0003350886],"domain_scores_gemma":[0.9994047,0.00002758767,0.00005441112,0.0001220835,0.0001954436,0.0001957536],"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":[0.00000324606,0.0001729344,0.008674751,0.0001417045,0.0003431792,0.0002161905,0.01771046,0.00000978214,0.00001616762,0.8724069,0.05230025,0.04800443],"study_design_scores_gemma":[0.0002961339,0.00001555378,0.006355759,0.0001754949,0.0001001948,0.000009780177,0.03089049,0.00001153916,0.00003554203,0.01825467,0.943611,0.0002438491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0872402,0.001490655,0.1809398,0.2947927,0.02593105,0.002741997,0.000007497203,0.002144677,0.4047115],"genre_scores_gemma":[0.7770928,0.003232429,0.005578431,0.001823917,0.0007061954,0.00001116833,0.00002417456,0.00004333055,0.2114875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8913108,"threshold_uncertainty_score":0.9987518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180196299267648,"score_gpt":0.345177996963975,"score_spread":0.3271583670372102,"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."}}