{"id":"W4402037719","doi":"10.15273/hpj.v4i1.11989","title":"“Resilience” Unveiled","year":2024,"lang":"en","type":"article","venue":"Healthy Populations Journal","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Resilience (materials science); Psychology; Physics","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":[0.003560805,0.001083256,0.0005732223,0.0008321956,0.007015947,0.007117472,0.0008713835,0.004261153,0.01127312],"category_scores_gemma":[0.01282315,0.0002737948,0.0008023175,0.0004818915,0.0179139,0.009786602,0.006005041,0.01523027,0.002337242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002586343,"about_ca_system_score_gemma":0.003825461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985841,"about_ca_topic_score_gemma":0.006024798,"domain_scores_codex":[0.9956722,0.002312919,0.0001611623,0.0004762346,0.0007437299,0.0006337214],"domain_scores_gemma":[0.996387,0.001746804,0.0002379627,0.0003294752,0.0007567283,0.0005420819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001157889,0.00002807094,0.0005442701,0.0004306991,0.00003253225,0.0008111515,0.05681109,0.0001562738,0.0009756355,0.3536286,0.5338433,0.05262253],"study_design_scores_gemma":[0.000007206031,0.00003739975,0.0004465502,0.0005762989,0.00001540997,0.0005541314,0.01615082,0.00005656637,0.0005005844,0.03145732,0.9501587,0.00003903774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007999349,0.01414527,0.007555929,0.7650737,0.09091124,0.00005317532,0.0001515218,0.0002745664,0.1138353],"genre_scores_gemma":[0.3543832,0.01928437,0.00693146,0.3793563,0.04346647,0.000289232,0.0002404375,0.0009412537,0.1951073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127312,"threshold_uncertainty_score":0.03771234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08858265176531639,"score_gpt":0.4907040758646913,"score_spread":0.4021214240993749,"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."}}