{"id":"W2083476392","doi":"10.1007/s11069-011-0012-5","title":"Scaling and multivariate analysis of medium to large landslide events: Haida Gwaii, British Columbia","year":2011,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Landslide; Geology; Natural hazard; Digital elevation model; Cartography; Scale (ratio); Geography; Physical geography; Archaeology; Remote sensing; Geomorphology; Oceanography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003890755,0.0001237779,0.0003560028,0.00006842415,0.0001495872,0.00005188043,0.0002288138,0.0001566604,0.004025632],"category_scores_gemma":[0.00009266493,0.0001303332,0.0001473418,0.0007938903,0.00006882224,0.0001757496,0.0003108207,0.0002220721,0.00003659907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006525437,"about_ca_system_score_gemma":0.00001154014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04139275,"about_ca_topic_score_gemma":0.05475273,"domain_scores_codex":[0.9984918,0.00004995575,0.0003125859,0.0003801635,0.0003956644,0.0003698586],"domain_scores_gemma":[0.9994157,0.00003713125,0.0001008244,0.0002186435,0.00002912233,0.0001985992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006567264,0.0001471403,0.9492721,0.00001468025,0.0006178773,0.00004637897,0.001466332,0.0001223802,0.001453926,0.00001037119,0.002695577,0.04408755],"study_design_scores_gemma":[0.0006171562,0.00005419884,0.9905789,0.00004029071,0.0004007075,0.00001019344,0.00009727803,0.003257832,0.0002291348,0.0001050871,0.004382583,0.0002265638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962398,0.0002214718,0.0002081933,0.00004511054,0.0002852207,0.0001701412,0.00009416007,0.00004133128,0.002694514],"genre_scores_gemma":[0.9952155,0.00006083791,0.002075515,0.0002204531,0.00002855557,0.00000689317,0.00002605685,0.00001492796,0.002351289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04386099,"threshold_uncertainty_score":0.9968848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007063227020749321,"score_gpt":0.2258165469095926,"score_spread":0.2187533198888433,"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."}}