{"id":"W4234111558","doi":"10.22329/csw.v11i1.5811","title":"Resilience","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; White (mutation); Geography; Archaeology; Confluence; Downstream (manufacturing); Resilience (materials science); Engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001218525,0.00006422713,0.0001126353,0.00001622146,0.0001978507,0.00001666436,0.0001391792,0.00009757904,0.007691977],"category_scores_gemma":[0.00004555706,0.00006019956,0.00004919431,0.0002812715,0.0001775967,0.00004893223,0.00002744231,0.0001577336,0.01344298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003690993,"about_ca_system_score_gemma":0.00001994667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001905853,"about_ca_topic_score_gemma":0.000001006926,"domain_scores_codex":[0.9990465,0.00006716203,0.0001238553,0.0002174219,0.0001487853,0.0003962594],"domain_scores_gemma":[0.9995598,0.0001679614,0.0000114569,0.000133474,0.0000194818,0.0001077811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001267644,0.0002060299,0.03786388,0.00002915159,0.000005989053,0.00003177881,0.002317677,1.840378e-7,0.00009463539,0.8324839,0.03229057,0.09454937],"study_design_scores_gemma":[0.000865808,0.0003949429,0.7145949,0.00007355713,0.00001977286,0.00001859372,0.006765929,0.000003013615,0.0001325158,0.02301468,0.253624,0.0004923305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6868872,0.0001645983,0.00007253636,0.00416935,0.001456453,0.0001317855,0.000001797112,0.00004971589,0.3070665],"genre_scores_gemma":[0.984652,0.000001322224,0.00007631002,0.001617972,0.0002905734,0.00001442223,0.000001165855,0.000008080637,0.01333817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8094693,"threshold_uncertainty_score":0.9932151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724469890605866,"score_gpt":0.4329760556286936,"score_spread":0.4057313567226349,"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."}}