{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001139246,0.0003785924,0.0004642408,0.002134086,0.0002678167,0.0001357829,0.001525258,0.0004092655,0.005645199],"category_scores_gemma":[0.0008236385,0.0003437178,0.0001154308,0.003414637,0.000305489,0.0001561372,0.0007837747,0.001567282,0.00042854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959085,"about_ca_system_score_gemma":0.0003257632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01458604,"about_ca_topic_score_gemma":0.02168223,"domain_scores_codex":[0.9947273,0.001607082,0.0002129626,0.001118749,0.001117652,0.0012163],"domain_scores_gemma":[0.9966156,0.001346485,0.0001669986,0.001414491,0.0002399061,0.0002164894],"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":[0.000168126,0.0001880083,0.0001007767,0.00008000329,0.000146321,0.001589425,0.003710223,0.00003229207,0.00002298512,0.003019663,0.9878651,0.003077099],"study_design_scores_gemma":[0.0008886937,0.00008343775,0.0001424794,0.0009694495,0.00003190992,0.00001527788,0.01825757,0.00003852594,0.00001053384,0.00004351287,0.979142,0.0003766346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001518161,0.001624577,0.001604375,0.003355483,0.001320494,0.0009809118,0.00005600044,0.0000901726,0.9908162],"genre_scores_gemma":[0.003147735,0.0002518883,0.0009848167,0.0002188793,0.0002901896,0.00001761596,0.000001635067,0.0002497392,0.9948375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01454735,"threshold_uncertainty_score":0.9999015,"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."}}