{"id":"W6907497214","doi":"10.25316/ir-15462","title":"Building resilience in volunteer firefighters: Bridging the research to practice gap","year":2021,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"WorkSafeBC; Vancouver Island University","keywords":"Volunteer; Disadvantaged; Mental health; Bridging (networking); Psychological resilience; Volunteer work","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.03844755,0.0003748244,0.0006908232,0.002095339,0.005135449,0.005482308,0.002142488,0.00150278,0.0041588],"category_scores_gemma":[0.05054295,0.000454721,0.000391092,0.001966053,0.005716427,0.003354529,0.008716822,0.002822852,0.0005326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111216,"about_ca_system_score_gemma":0.08252547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03828319,"about_ca_topic_score_gemma":0.1645318,"domain_scores_codex":[0.9852279,0.01083479,0.0005276661,0.0005853805,0.00141012,0.001414106],"domain_scores_gemma":[0.9377342,0.03535325,0.004021587,0.002558945,0.007611632,0.01272033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002926964,0.002645707,0.03251426,0.009886383,0.0001302346,0.0008135901,0.156656,0.0002371904,0.0005021469,0.01161371,0.03675066,0.7479575],"study_design_scores_gemma":[0.0004540223,0.002003311,0.08629985,0.05740232,0.0001790967,0.001073618,0.6409588,0.000608207,0.0005444424,0.02291862,0.1874259,0.0001318807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4717483,0.1276789,0.00441357,0.3412145,0.00298456,0.002361016,0.0002323806,0.0001318591,0.04923488],"genre_scores_gemma":[0.8810275,0.08410017,0.01365,0.01532103,0.0005881466,0.002350093,0.0001247088,0.000034345,0.002804112],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03844755,"threshold_uncertainty_score":0.2033325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634953045020349,"score_gpt":0.3648745121346423,"score_spread":0.3013792076326074,"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."}}