{"id":"W4292053117","doi":"10.1080/21635781.2022.2098886","title":"Introduction: Resilience in Military Families","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Operationalization; Military personnel; Stressor; Military psychology; Family resilience; Resilience (materials science); Psychological resilience; Psychology; Construct (python library); Political science; Social psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169978,0.0003816554,0.0003005161,0.0006958661,0.001642121,0.001961479,0.0006887905,0.00162316,0.01795196],"category_scores_gemma":[0.006324102,0.0001344319,0.0003231764,0.0006834046,0.001409993,0.002043951,0.002165764,0.002624686,0.002230637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108389,"about_ca_system_score_gemma":0.002593476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980417,"about_ca_topic_score_gemma":0.003762265,"domain_scores_codex":[0.9991027,0.00039769,0.0000725557,0.0001219691,0.0001933395,0.0001117987],"domain_scores_gemma":[0.997722,0.0009958833,0.0003797729,0.00007176594,0.0004109232,0.0004197118],"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":[0.00004785397,0.0000684923,0.006818817,0.001611037,0.00002186362,0.0004905303,0.007942065,0.0001661861,0.0002916379,0.02334497,0.6933617,0.2658349],"study_design_scores_gemma":[0.00001457161,0.000119821,0.02911879,0.006474408,0.00002885175,0.003013933,0.009962773,0.0001820207,0.0002396339,0.01679084,0.9340164,0.00003798873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03128074,0.1531714,0.004026456,0.6454079,0.05325689,0.000218333,0.001172867,0.0002592974,0.1112062],"genre_scores_gemma":[0.3842678,0.3393954,0.007532159,0.1128507,0.06236664,0.0007978244,0.001462654,0.0002134462,0.09111328],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01795196,"threshold_uncertainty_score":0.06005532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416781999822291,"score_gpt":0.3984570701165097,"score_spread":0.3642892501182868,"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."}}