{"id":"W3185506490","doi":"10.1093/bjsw/bcab141","title":"Social Work Practitioners and Human Service Professionals in the 2016 Alberta (Canada) Wildfires: Roles and Contributions","year":2021,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social work; Human services; Public relations; Context (archaeology); Work (physics); Service (business); Sociology; Political science; Business; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001199532,0.00006700541,0.0001535679,0.00001652885,0.005539484,0.0005300202,0.0002671336,0.00006335918,0.00006315947],"category_scores_gemma":[0.0002104657,0.00005173457,0.00004227281,0.0007187235,0.0003468372,0.0002426128,0.00007223266,0.0003120224,0.000001128084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005991487,"about_ca_system_score_gemma":0.0004018843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04750667,"about_ca_topic_score_gemma":0.5444384,"domain_scores_codex":[0.9982102,0.0007086007,0.0002379952,0.00009468118,0.0005233865,0.0002251472],"domain_scores_gemma":[0.9991242,0.0003939891,0.0002281642,0.00003893286,0.000165602,0.00004915036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001802171,0.0006212731,0.03442656,0.00005137323,0.0003397224,0.0005674587,0.2228689,0.000006897831,0.00003566668,0.1491422,0.5539988,0.03776094],"study_design_scores_gemma":[0.00073823,0.00001261109,0.670496,0.0006241488,0.00008935211,0.0000396224,0.2041677,2.842182e-7,0.000001965614,0.01001969,0.1136291,0.0001811987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7959157,0.00116762,0.000001965717,0.1923046,0.0001562707,0.0001439939,0.000005117035,0.00000326215,0.01030144],"genre_scores_gemma":[0.9948528,0.0001749161,0.000007719448,0.001774151,0.0005706365,0.000005122355,0.000002633871,0.000004658449,0.002607307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6360695,"threshold_uncertainty_score":0.9957552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171897979815371,"score_gpt":0.2994748491960815,"score_spread":0.2877558693979277,"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."}}