{"id":"W4323789182","doi":"10.33137/ic.v26i.39616","title":"Foreword","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001948166,0.0009709053,0.001083409,0.001270877,0.004681147,0.006718797,0.001374086,0.007018389,0.1513767],"category_scores_gemma":[0.01968495,0.0002995541,0.0006939287,0.0009482386,0.001659062,0.00320834,0.003482466,0.01196137,0.1406276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003707161,"about_ca_system_score_gemma":0.005160994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007630054,"about_ca_topic_score_gemma":0.01219752,"domain_scores_codex":[0.9978707,0.0002842468,0.0001416224,0.0002971668,0.001077906,0.0003283911],"domain_scores_gemma":[0.9871714,0.00209775,0.0005715085,0.0005057795,0.007075592,0.00257808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004504191,0.000002001206,0.00002083249,0.00002753303,8.493736e-7,0.00001902427,0.00002678317,0.000001887049,0.00002193394,0.001079969,0.995427,0.00336758],"study_design_scores_gemma":[0.000003330841,0.000004970218,0.0001576866,0.0001341842,0.000002395333,0.00006393396,0.0001293994,0.000005241957,0.00002620359,0.000880996,0.9985875,0.000004218294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000195531,0.007061517,0.0002333516,0.2957809,0.6273009,0.00005550728,0.0004281834,0.0001272998,0.0688168],"genre_scores_gemma":[0.003840347,0.005755953,0.0003454853,0.2753411,0.2412495,0.0001641653,0.0005176083,0.0003495163,0.4724365],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1513767,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350099492741117,"score_gpt":0.292805243908676,"score_spread":0.2693042489812649,"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."}}