{"id":"W4405853201","doi":"10.1002/cjas.1775","title":"Academic psychological capital: Implications for organizational crises","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Capital (architecture); Social psychology; Business; Economics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002350568,0.0002644294,0.0002920126,0.0007230992,0.001704986,0.0006696393,0.001049496,0.000223427,0.0006093516],"category_scores_gemma":[0.0009042128,0.0002378934,0.0001684039,0.001862426,0.004066765,0.0008758259,0.00001156377,0.0004158085,0.00002265068],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005929582,"about_ca_system_score_gemma":0.00661367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085324,"about_ca_topic_score_gemma":0.05432741,"domain_scores_codex":[0.9971861,0.0001648043,0.0007933477,0.0006688308,0.0001680416,0.001018886],"domain_scores_gemma":[0.9970968,0.0005959762,0.0003271747,0.000182759,0.0005066078,0.001290668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003834295,0.00006618844,0.01728874,0.00006876233,0.0000682307,0.0002516007,0.02552642,0.0002808466,0.001029173,0.9436779,0.005127071,0.006576722],"study_design_scores_gemma":[0.001015685,0.01918171,0.1439965,0.000869385,0.0003350249,0.01850454,0.05517722,0.002243605,0.001406744,0.7303632,0.02515283,0.001753532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506708,0.001675784,0.009751813,0.007548394,0.002292598,0.0004174591,0.0002456632,0.00003836915,0.02735905],"genre_scores_gemma":[0.9905131,0.00004304872,0.007487083,0.0004237785,0.0006633237,0.00003499707,0.00001815955,0.00002038072,0.0007961474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133147,"threshold_uncertainty_score":0.9995947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577280873795425,"score_gpt":0.417142305772619,"score_spread":0.2594142183930765,"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."}}