{"id":"W1490450164","doi":"10.1007/bf03405178","title":"Ensuring a Broad and Inclusive Approach","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada; Ministry of Health and Long Term Care","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1207462,0.001375645,0.002686621,0.005227356,0.03748836,0.02953091,0.007155,0.03134781,0.01212797],"category_scores_gemma":[0.1350216,0.002653704,0.002254612,0.002400085,0.0437445,0.02294182,0.06691458,0.03933314,0.005149475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02388373,"about_ca_system_score_gemma":0.1955696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05064703,"about_ca_topic_score_gemma":0.0755481,"domain_scores_codex":[0.8461646,0.04460454,0.006062145,0.01062963,0.06050838,0.03203072],"domain_scores_gemma":[0.7525615,0.0543372,0.006656238,0.01990233,0.05459156,0.1119513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007444767,0.0008852941,0.008994529,0.0006845969,0.0003294693,0.00143751,0.05454432,0.001257207,0.004914646,0.4746561,0.2976686,0.1545534],"study_design_scores_gemma":[0.00007810282,0.0001338667,0.01336112,0.001187034,0.00008610381,0.001044638,0.04050556,0.0005160871,0.000887172,0.3187832,0.6231487,0.0002683297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01880904,0.005172329,0.04336309,0.7692057,0.006189795,0.0007290381,0.0001203725,0.0005577423,0.1558529],"genre_scores_gemma":[0.4576347,0.003058229,0.053717,0.4051825,0.003385319,0.001553178,0.00018852,0.0004632658,0.07481731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1207462,"threshold_uncertainty_score":0.6385745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113579324516073,"score_gpt":0.4016671552034924,"score_spread":0.2903092227518851,"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."}}