{"id":"W4280502764","doi":"10.1111/puar.13518","title":"Choose your collaborators wisely: Addressing interdependent tasks through collaboration in responding to wildfire disasters","year":2022,"lang":"en","type":"article","venue":"Public Administration Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Brock University","funders":"Australian Research Council; Centrum för naturkatastrofslära, Uppsala Universitet; Vetenskapsrådet; Svenska Forskningsrådet Formas; Myndigheten för Samhällsskydd och Beredskap; Canada Research Chairs","keywords":"Interdependence; Salient; Collective action; Collaborative governance; Disaster response; Computer science; Emergency management; Knowledge management; Corporate governance; Collaborative network; Action (physics); Public relations; Process management; Business; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01284368,0.0004075957,0.0003919633,0.001359509,0.00243522,0.003281247,0.001451358,0.001521982,0.002771495],"category_scores_gemma":[0.01436378,0.0001985754,0.0004898956,0.001352758,0.002671457,0.00311891,0.003754686,0.001266971,0.0003901515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689062,"about_ca_system_score_gemma":0.008697445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006154403,"about_ca_topic_score_gemma":0.01841271,"domain_scores_codex":[0.9871939,0.010761,0.0002394279,0.0003837276,0.0008914138,0.0005304604],"domain_scores_gemma":[0.9899805,0.006074576,0.001361927,0.0003400594,0.001341326,0.0009016276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003364063,0.0005610267,0.01208202,0.01293835,0.0005050033,0.0007072897,0.0582173,0.003932978,0.003144439,0.08543877,0.02999791,0.7921384],"study_design_scores_gemma":[0.0003368668,0.001249282,0.02955149,0.01441683,0.0009626506,0.001326386,0.153495,0.006986951,0.00518818,0.0979767,0.6883538,0.0001558715],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3626655,0.2116362,0.09088574,0.0873367,0.002742776,0.001503865,0.0001718773,0.00023744,0.2428199],"genre_scores_gemma":[0.9053962,0.05852518,0.0261095,0.002531511,0.000320708,0.0004058075,0.00005618237,0.00002941221,0.006625652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284368,"threshold_uncertainty_score":0.06792468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0654747369558845,"score_gpt":0.4093824319151759,"score_spread":0.3439076949592914,"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."}}