{"id":"W6927354738","doi":"10.3389/fpsyt.2019.00729.s002","title":"Presentation_1_Prediction and Understanding of Resilience in Albertan Families: Longitudinal Study of Disaster Responses (PURLS) – Protocol.pptx","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Natural disaster; Mental health; Socioeconomic status; Longitudinal study; Human factors and ergonomics; Resilience (materials science); Poison control; Disaster research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01278644,0.00159556,0.001620043,0.001224526,0.006408177,0.002123691,0.003540212,0.002428226,0.2874146],"category_scores_gemma":[0.0152704,0.002146671,0.001596079,0.001431746,0.001181218,0.001582029,0.00269117,0.003975537,0.04602126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01009258,"about_ca_system_score_gemma":0.02444084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1189114,"about_ca_topic_score_gemma":0.1627227,"domain_scores_codex":[0.9972553,0.001203527,0.0002783006,0.0003801372,0.0003863674,0.0004963838],"domain_scores_gemma":[0.9891765,0.00204206,0.0006496398,0.001512492,0.004730403,0.001888992],"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":[0.01849657,0.006711579,0.01001874,0.004780545,0.0002052149,0.0004305452,0.002488961,0.001845219,0.001092002,0.007808704,0.8443333,0.1017887],"study_design_scores_gemma":[0.03282396,0.00660138,0.1160651,0.00767791,0.0002167446,0.0002118764,0.00505177,0.002290793,0.002028446,0.01049519,0.8160858,0.0004509162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009208339,0.0002640898,0.003560762,0.00200433,0.0008673924,0.8681245,0.09046408,0.0004896945,0.02501677],"genre_scores_gemma":[0.004185315,0.0002249455,0.003857554,0.0006830773,0.00009144368,0.971373,0.0103999,0.0000401562,0.009144499],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8810886,"threshold_uncertainty_score":0.9614975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356428700243758,"score_gpt":0.4455472436475473,"score_spread":0.3099043736231715,"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."}}