{"id":"W3110326180","doi":"","title":"Analysis of landslide development using aerial photographs and DEMs comparison, along part of the Chacoura River valley, Quebec, Canada.","year":2009,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Landslide; Geology; Aerial photography; Remote sensing; Aerial photos; Geography; Archaeology; Cartography; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002151298,0.0001861948,0.0004055034,0.0000599358,0.000142933,0.00003031476,0.0002666481,0.0001074531,0.0001651054],"category_scores_gemma":[0.00001503904,0.0001239211,0.00009299481,0.0004385933,0.0001356572,0.0001030325,0.00009733385,0.0001432326,0.000001595233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063697,"about_ca_system_score_gemma":0.0003076478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4598162,"about_ca_topic_score_gemma":0.7995378,"domain_scores_codex":[0.9983315,0.00004955825,0.0005742413,0.0002689706,0.0004784158,0.000297278],"domain_scores_gemma":[0.9991894,0.00002954301,0.0003900983,0.0002259489,0.00004179977,0.0001231751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007443131,0.0002029814,0.7523694,0.00001391917,0.0007777744,0.00001468394,0.002497076,0.125932,0.1063426,0.00005786082,0.001812531,0.009904709],"study_design_scores_gemma":[0.0002843486,0.00001477791,0.9623885,0.0000292389,0.0002637878,0.000002221097,0.0001044569,0.004755341,0.0302956,0.00002006867,0.001649405,0.0001922793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985016,0.00006092041,0.00008628096,0.0001329759,0.0001546432,0.0001313569,0.000009988786,0.00000737899,0.0009148281],"genre_scores_gemma":[0.9989088,0.00003094731,0.0007605818,0.0000920336,0.00002800438,0.000001712132,0.00001491274,0.000005474502,0.0001575038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3397216,"threshold_uncertainty_score":0.5437809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631104060025938,"score_gpt":0.2301934479011189,"score_spread":0.2138824073008595,"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."}}