{"id":"W2118412946","doi":"","title":"Preparing community members to enact specific roles in emergency situations : a research agenda","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge management; Tacit knowledge; Event (particle physics); Process (computing); Knowledge sharing; Adaptation (eye); Externalization; Knowledge integration; Computer science; Ontology; Process management; Business; Psychology; Knowledge engineering; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01145679,0.0007836333,0.0008733611,0.001555245,0.002498885,0.01006783,0.003870707,0.005320226,0.01173152],"category_scores_gemma":[0.0146599,0.0005246811,0.0008276796,0.002612674,0.004578365,0.01428495,0.002761124,0.003180636,0.002198512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006347189,"about_ca_system_score_gemma":0.01994816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02604469,"about_ca_topic_score_gemma":0.02591077,"domain_scores_codex":[0.9944497,0.003451045,0.000142631,0.0004939313,0.0006857901,0.000776856],"domain_scores_gemma":[0.9788404,0.01373404,0.00100548,0.0007470712,0.003115713,0.002557447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005809693,0.005171943,0.01709086,0.008148354,0.0001215982,0.0007313548,0.03136181,0.01014761,0.001700541,0.5349957,0.02298123,0.366968],"study_design_scores_gemma":[0.0002985132,0.002218825,0.01417411,0.01090951,0.0001682883,0.0008316197,0.2102818,0.0614246,0.002029317,0.2313703,0.4659809,0.0003122398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1867889,0.1956444,0.1353476,0.2194666,0.003236055,0.003264137,0.0006644074,0.0003988487,0.2551891],"genre_scores_gemma":[0.6983448,0.1281124,0.1396494,0.007385894,0.0006616517,0.002042607,0.000988019,0.000102235,0.02271294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02604469,"threshold_uncertainty_score":0.06059003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599270085272693,"score_gpt":0.4484143378002614,"score_spread":0.2884873292729921,"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."}}