{"id":"W4286666926","doi":"10.5465/ambpp.2022.10919abstract","title":"Trait Resilience: Jingle Fallacy or Triangulation?","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health","funders":"","keywords":"Trait; Fallacy; Psychology; Operationalization; Construct (python library); Social psychology; Resilience (materials science); Psychological resilience; Cognitive psychology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001181469,0.0002936241,0.0003382227,0.0009315909,0.0006736286,0.0001878919,0.00121977,0.00006364576,0.002497924],"category_scores_gemma":[0.00005554901,0.0002616095,0.0001514038,0.001998601,0.0001144075,0.001529737,0.00137134,0.0003141112,0.00008034679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009353794,"about_ca_system_score_gemma":0.00001074266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007687123,"about_ca_topic_score_gemma":0.000001612073,"domain_scores_codex":[0.9969144,0.000008179759,0.0006621583,0.0006609469,0.001199221,0.0005551024],"domain_scores_gemma":[0.9991814,0.00003491845,0.0005589855,0.0001375427,0.00006175277,0.00002532357],"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":[0.001014787,0.0007288537,0.01495655,0.001926484,0.0002995872,0.00003428597,0.000726549,0.002333804,0.0005471696,0.5315447,0.3701292,0.075758],"study_design_scores_gemma":[0.002153038,0.00008076808,0.04032369,0.00006727301,0.0002358244,0.000005155209,0.01245174,0.003184595,0.0001453458,0.01473637,0.9260154,0.0006008193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7718915,0.0002965676,0.0003221155,0.01342611,0.0005539012,0.003058716,0.00001000403,0.000641836,0.2097992],"genre_scores_gemma":[0.981315,0.00007537533,0.0006278699,0.004808398,0.0004920005,0.0003512322,0.00001349862,0.00004666876,0.01226999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5558861,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339451850864204,"score_gpt":0.2616026650817495,"score_spread":0.2382081465731075,"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."}}