{"id":"W7133064231","doi":"","title":"The Information Behaviour of Humanitarian Logisticians during International Disaster Response Operations","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Information sharing; Task (project management); Information system; Exploratory research; Disaster response; Group information management; Information needs; Thematic analysis; Information mapping; Information behavior","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003562998,0.0002967315,0.0003673935,0.00173689,0.003448138,0.004433955,0.0008126457,0.00131432,0.002418723],"category_scores_gemma":[0.02834505,0.0003503733,0.0002366777,0.001488718,0.002943571,0.002396455,0.00285697,0.001487095,0.0006029966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770071,"about_ca_system_score_gemma":0.001881264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004755956,"about_ca_topic_score_gemma":0.005606904,"domain_scores_codex":[0.9943225,0.003379637,0.0003178911,0.0003732201,0.0007935753,0.0008131095],"domain_scores_gemma":[0.9858072,0.007650554,0.003512369,0.0004655091,0.001252502,0.001311931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001352066,0.00009646778,0.05540128,0.0001514865,0.00001397555,0.0005277061,0.9248474,0.0001159675,0.001414398,0.0005820661,0.0009916397,0.01572242],"study_design_scores_gemma":[0.000004601618,0.00014274,0.02241997,0.00009581605,0.000005825896,0.0002764669,0.9691039,0.0001419638,0.0002509745,0.0001908429,0.007342497,0.00002437485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960186,0.0001245542,0.0003767517,0.0006209554,0.000008645057,0.00002839299,0.00003357546,0.000009711329,0.002778722],"genre_scores_gemma":[0.9975467,0.0002764889,0.0004224966,0.0002467949,0.0000106216,0.00003110295,0.00005081644,0.000007989483,0.001407036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004755956,"threshold_uncertainty_score":0.01884317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964837129651396,"score_gpt":0.3003112943992782,"score_spread":0.2806629231027643,"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."}}