{"id":"W2107146956","doi":"10.1785/0220140231","title":"How Scientists’ Communications Helped Mitigate the Psychosocial Effects of the October 2012 Magnitude 7.8 Earthquake near Haida Gwaii, Canada","year":2015,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada; Parks Canada","keywords":"Geological survey; Citation; Archaeology; History; Geography; Library science; Geology; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002304938,0.0001961389,0.000268918,0.00006584966,0.001624608,0.0003145692,0.0043604,0.000114863,0.00001016736],"category_scores_gemma":[0.002380898,0.0001086524,0.000131312,0.001152663,0.003901033,0.00027484,0.002162767,0.001077927,0.00004767508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231103,"about_ca_system_score_gemma":0.0007300423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04557881,"about_ca_topic_score_gemma":0.02125924,"domain_scores_codex":[0.9945654,0.0024101,0.0002457996,0.0004578936,0.001412078,0.0009087162],"domain_scores_gemma":[0.9951236,0.002250953,0.000114934,0.001844535,0.0004320839,0.0002339495],"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":[0.0001164532,0.0004062382,0.01542544,0.00008518926,0.000340495,0.0002742039,0.004236719,0.000179051,0.001347499,0.04915119,0.881266,0.04717154],"study_design_scores_gemma":[0.001082595,0.0003263039,0.2746048,0.00005204452,0.0000209532,0.00004799545,0.0003442467,0.0008600159,0.000851693,0.008836984,0.7126259,0.0003464437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4943452,0.001191925,0.00241346,0.4995089,0.001014159,0.0006658826,0.000008708319,0.00004938584,0.0008023774],"genre_scores_gemma":[0.9817024,0.00003082885,0.001413608,0.01440727,0.0001024445,0.00008458368,0.000003082857,0.000008927435,0.00224679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4873573,"threshold_uncertainty_score":0.9996752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07188225868727072,"score_gpt":0.3147624016345553,"score_spread":0.2428801429472845,"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."}}