{"id":"W2069567772","doi":"10.4000/rga.1653","title":"Rethinking risk and disasters in mountain areas","year":2012,"lang":"en","type":"article","venue":"Revue de géographie alpine","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Metropolitan area; Environmental planning; Natural hazard; Urbanization; Vulnerability (computing); Preparedness; Geography; Tourism; Resilience (materials science); Emergency management; Political science; Environmental resource management; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004287897,0.0006144313,0.000516991,0.001944743,0.00685631,0.01096209,0.001830715,0.002537658,0.003636641],"category_scores_gemma":[0.004501697,0.0003841459,0.0006659958,0.001508777,0.02990539,0.0173142,0.007753266,0.007790788,0.0002542012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005397551,"about_ca_system_score_gemma":0.003448184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01434079,"about_ca_topic_score_gemma":0.02244554,"domain_scores_codex":[0.997813,0.001280546,0.00006334142,0.0001776995,0.0003628476,0.0003025818],"domain_scores_gemma":[0.9967763,0.002221963,0.0002710725,0.000190105,0.0002896506,0.0002509707],"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":[0.00002797716,0.00002465225,0.002831491,0.0002805326,0.00003388376,0.0006696695,0.2729015,0.0009883733,0.0003279227,0.6904303,0.007482629,0.02400109],"study_design_scores_gemma":[0.00001135716,0.0000740251,0.007209801,0.001101376,0.00004586204,0.0006676888,0.2668702,0.000864838,0.0002788099,0.360246,0.36257,0.00005986628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2965234,0.1004489,0.03407179,0.2841061,0.007154403,0.0001000801,0.0002152737,0.0001729419,0.277207],"genre_scores_gemma":[0.9551182,0.0247963,0.003017841,0.006052485,0.002229161,0.00004075539,0.00004589179,0.00007457601,0.008624966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434079,"threshold_uncertainty_score":0.03916222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838752346791009,"score_gpt":0.204569198545027,"score_spread":0.1961816750771169,"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."}}