{"id":"W2084428836","doi":"10.1007/s10584-007-9309-5","title":"Modelling geomorphic response to climatic change","year":2007,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Subsidence; Environmental science; Physical geography; Geology; Climate change; Arctic; Permafrost; Atmospheric sciences; Climatology; Hydrology (agriculture); Geomorphology; Oceanography; Geography; Structural basin","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":[0.0005340743,0.0004787575,0.0006754224,0.0006230504,0.0005695546,0.001251841,0.001452554,0.002605015,0.003661725],"category_scores_gemma":[0.002526802,0.0006572524,0.0009710565,0.0009716678,0.0008133437,0.001131379,0.0005782838,0.0008876856,0.0003171917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998439,"about_ca_system_score_gemma":0.001452733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09707096,"about_ca_topic_score_gemma":0.0686498,"domain_scores_codex":[0.9998368,0.00005764699,0.00001307225,0.00004228846,0.00001695389,0.00003322685],"domain_scores_gemma":[0.9992243,0.0004556422,0.00008501277,0.00007243703,0.00006816008,0.00009439015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001401062,0.00001496133,0.002512527,0.00000883452,0.00002332979,0.00002186381,0.00001583665,0.9957964,0.0002333453,0.0005770656,0.00008961529,0.0006922286],"study_design_scores_gemma":[0.00001711151,0.000009042148,0.00159935,0.000001995298,0.00001291896,0.00000809819,0.00002058096,0.9971501,0.0001120752,0.0007719334,0.0002890188,0.000007713873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721265,0.0002600228,0.01786998,0.0008341438,0.0001089079,0.0000409888,0.001199556,0.0003283925,0.007231471],"genre_scores_gemma":[0.9943784,0.0001382062,0.003429694,0.00004190864,0.00002441953,0.00002662506,0.000302834,0.00005451456,0.001603412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09707096,"threshold_uncertainty_score":0.1930119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037305890385527,"score_gpt":0.2982181531706115,"score_spread":0.09448756413205872,"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."}}