{"id":"W7097407815","doi":"","title":"Landslide hazards and their mitigation along the Sea to Sky","year":2007,"lang":"en","type":"article","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frost (temperature); Lithification; Sinkhole","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":[0.0002880937,0.0001486782,0.0000999143,0.001004238,0.0002248625,0.0007789373,0.0001590565,0.0001492138,0.001474371],"category_scores_gemma":[0.0004942191,0.00007655763,0.0001868296,0.001495831,0.0003082384,0.0003364392,0.0003095749,0.0001104804,0.0002124984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070166,"about_ca_system_score_gemma":0.001206078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09636259,"about_ca_topic_score_gemma":0.2342271,"domain_scores_codex":[0.9998174,0.00002958517,0.000008516254,0.0000152751,0.00008073242,0.00004853001],"domain_scores_gemma":[0.9996017,0.0000520624,0.0001326524,0.00001923022,0.0001477032,0.00004669612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001292823,0.00005082224,0.9128832,0.0001617302,0.00008047917,0.0003006924,0.0008388262,0.01474954,0.005398604,0.001827924,0.0007348637,0.06284403],"study_design_scores_gemma":[0.000003944417,0.0001246151,0.9889619,0.00004409744,0.00002467813,0.0000564958,0.001647232,0.002112111,0.0009974771,0.0004185062,0.005601792,0.000007163673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905035,0.0008371264,0.0009032179,0.0001211624,0.000004358668,0.00001792063,0.0005255248,0.000009503959,0.007077621],"genre_scores_gemma":[0.9958606,0.0009110956,0.0006523011,0.00001326165,0.000004327293,0.000008140461,0.0003115733,0.000003777375,0.002234953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9036374,"threshold_uncertainty_score":0.1916034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004844890095446177,"score_gpt":0.2114720861054191,"score_spread":0.206627196009973,"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."}}