{"id":"W1586792818","doi":"","title":"International Year of Planet Earth 8. Natural Hazards in Canada","year":2010,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Simon Fraser University","funders":"","keywords":"Geography; Natural hazard; Humanities; Forestry; Physical geography; Meteorology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001008972,0.00006337597,0.00007505454,0.00001756731,0.00003832991,0.000008919485,0.0003656616,0.00002469615,0.002313457],"category_scores_gemma":[0.00002891507,0.00004976252,0.000008105028,0.0001630575,0.00009046794,0.00008010906,0.00008659218,0.0002087652,0.00000643219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617556,"about_ca_system_score_gemma":0.001433845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998176,"about_ca_topic_score_gemma":0.9999882,"domain_scores_codex":[0.9989477,0.000007067137,0.0001342762,0.0001645348,0.0005212767,0.0002251242],"domain_scores_gemma":[0.9997162,0.00001810145,0.00004500441,0.0001265835,0.000005923399,0.00008821116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002039372,0.00002002258,0.930362,0.000004662863,0.000007038599,0.0001496321,0.00009563981,0.002578387,0.01291623,0.0002089309,0.03419405,0.01944303],"study_design_scores_gemma":[0.0002092016,0.000008325696,0.710874,0.000004759687,0.000001502347,0.00001893528,0.0001085071,0.005982949,0.0008606221,0.00001810569,0.2817793,0.0001338416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985108,0.000004971368,0.000001430909,0.0003276347,0.001908345,0.00004136777,0.00006592449,0.000002638586,0.01253973],"genre_scores_gemma":[0.9987862,0.000004472804,0.0001953746,0.0002294384,0.00002034239,0.000001068605,0.00001223994,0.000002751913,0.0007481205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475852,"threshold_uncertainty_score":0.9985986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001805764705583579,"score_gpt":0.1623532866119188,"score_spread":0.1605475219063353,"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."}}