{"id":"W2067061041","doi":"10.7205/milmed-d-10-00325","title":"Role of Hardiness in the Psychological Well-being of Canadian Forces Officer Candidates","year":2011,"lang":"en","type":"article","venue":"Military Medicine","topic":"Resilience and Mental Health","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"Ministère de la Défense Nationale","keywords":"Hardiness (plants); Officer; Military personnel; Psychology; Construct (python library); Social psychology; Clinical psychology; Applied psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005650122,0.00008795525,0.0002370751,0.0002981322,0.00003137347,2.50589e-7,0.0002857604,0.00006827297,0.00253736],"category_scores_gemma":[0.00002562345,0.0000501182,0.00002963364,0.0004213666,0.0002790655,0.00003451228,0.000009891296,0.0001252377,0.00002405605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001781934,"about_ca_system_score_gemma":0.00002648937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6854761,"about_ca_topic_score_gemma":0.2578606,"domain_scores_codex":[0.9989406,0.0001263784,0.0003415381,0.0001762576,0.0001431273,0.0002721175],"domain_scores_gemma":[0.9994487,0.00008193199,0.00004486179,0.000301999,0.00002364405,0.00009885863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000932114,0.0007037675,0.6541212,0.0001789671,0.00006333084,0.0001891633,0.2634106,0.000003397828,0.002878761,0.01105632,0.01723927,0.04922316],"study_design_scores_gemma":[0.0007101582,0.0008444473,0.9583803,0.0001062834,0.00001671405,0.00004098455,0.0341593,0.00001149918,0.0003558118,0.001611955,0.003696969,0.00006559462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303774,0.002611683,0.000001041107,0.0004780281,0.0001850899,0.0001948091,0.000004329841,0.000003845556,0.1661438],"genre_scores_gemma":[0.9986423,0.000200374,0.00003937552,0.0008017946,0.00006309319,0.00001693843,0.00001182517,0.000005001372,0.0002193303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4276155,"threshold_uncertainty_score":0.9983745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364571139563498,"score_gpt":0.3468458769352795,"score_spread":0.3132001655396445,"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."}}