{"id":"W6968119668","doi":"10.5281/zenodo.14837335","title":"Preliminary Canadian Landslide Database","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; Yukon University; BGC Engineering (Canada); Simon Fraser University","funders":"","keywords":"Landslide; File format; Hazard; Spatial database; Point (geometry); Visualization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001011982,0.001790939,0.001323997,0.008500907,0.002520045,0.002405823,0.003640732,0.0008845954,0.06581993],"category_scores_gemma":[0.004738132,0.0006230539,0.0008246817,0.01945612,0.0004941542,0.001449697,0.001628029,0.001549469,0.06385757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049435,"about_ca_system_score_gemma":0.0184751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8029034,"about_ca_topic_score_gemma":0.8890166,"domain_scores_codex":[0.9981909,0.0001003957,0.0001540521,0.0003952675,0.0008234909,0.0003359202],"domain_scores_gemma":[0.9952617,0.0002228478,0.0002128185,0.0006131579,0.003357405,0.0003320282],"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":[0.00004548048,0.00001459063,0.001168315,0.0002692167,0.00001745168,0.00002342499,0.00004399417,0.0003072617,0.0001269506,0.0009813167,0.9926996,0.004302326],"study_design_scores_gemma":[0.00002871566,0.000005482633,0.007701415,0.0001380767,0.0000170329,0.00003411994,0.0001334642,0.0004623357,0.0003279871,0.0003638987,0.9907514,0.00003609814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002144777,0.00004326336,0.0001012856,0.00003306606,0.000009501389,0.00001892518,0.9970348,0.0002253749,0.002319287],"genre_scores_gemma":[0.0003804046,0.00003840653,0.0003604934,0.0000117226,0.000001542877,0.0000435352,0.9979926,0.00005137754,0.001119892],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1970966,"threshold_uncertainty_score":0.3965146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888827303228221,"score_gpt":0.2575597911875434,"score_spread":0.2286715181552611,"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."}}