{"id":"W3160385377","doi":"10.31234/osf.io/mdafr","title":"Perceived resistance to experiences of trauma and crisis. A study comparing multiple life events.","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Resistance (ecology); Vulnerability (computing); Sexual abuse; Psychology; Clinical psychology; Perception; Psychiatry; Medicine; Injury prevention; Poison control; Medical emergency; Computer security","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":[0.001199981,0.0002792173,0.0002337319,0.0007904653,0.0008310181,0.0008335603,0.0001710149,0.0003023026,0.001967261],"category_scores_gemma":[0.004468804,0.0002460146,0.0003998627,0.0004320172,0.0007288171,0.0008407575,0.001122963,0.0007381348,0.0001876727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149288,"about_ca_system_score_gemma":0.0003171379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144861,"about_ca_topic_score_gemma":0.002171173,"domain_scores_codex":[0.9993205,0.0003437937,0.00005591999,0.00006286157,0.00009111627,0.0001257908],"domain_scores_gemma":[0.9978577,0.0004563539,0.0009559004,0.00008753304,0.0001387064,0.0005037483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001917035,0.0002508147,0.9841889,0.00005409831,0.00009788159,0.0001782241,0.01016949,0.00004639473,0.000217217,0.00006395919,0.0001755812,0.004365675],"study_design_scores_gemma":[0.000008495324,0.0004991185,0.9832788,0.00002020608,0.00001524006,0.0004528926,0.01524985,0.00005145125,0.00004710539,0.00003710269,0.0003326027,0.000007178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999683,0.00007412169,0.00003285086,0.00001649811,0.00000414261,0.000007272046,0.0000318176,4.212208e-7,0.0001498366],"genre_scores_gemma":[0.9997831,0.00003940648,0.00002431046,0.00001918668,0.00000263779,0.00001220813,0.00005136066,4.47232e-7,0.00006737404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002144861,"threshold_uncertainty_score":0.006581128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059952304944584,"score_gpt":0.4276934006935817,"score_spread":0.3216981701991233,"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."}}