{"id":"W1997288102","doi":"10.1016/j.geomorph.2006.07.040","title":"Fifty years of coastal erosion and retrogressive thaw slump activity on Herschel Island, southern Beaufort Sea, Yukon Territory, Canada","year":2007,"lang":"en","type":"article","venue":"Geomorphology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":416,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permafrost; Geology; Thermokarst; Arctic; Coastal erosion; Erosion; Sea ice; Oceanography; Climate change; Shore; Physical geography; Geomorphology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195889,0.0002247697,0.0003438776,0.001465209,0.002444793,0.0009400777,0.0008886039,0.0007101782,0.001208138],"category_scores_gemma":[0.001062843,0.0002875071,0.0003424772,0.002728306,0.001360146,0.0005268937,0.001157091,0.0004854426,0.0002440466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007184905,"about_ca_system_score_gemma":0.007437294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9501431,"about_ca_topic_score_gemma":0.9873917,"domain_scores_codex":[0.999602,0.00003813235,0.00003165621,0.0000575856,0.00009250944,0.0001780617],"domain_scores_gemma":[0.9988611,0.0001047962,0.0002287237,0.00004872183,0.0005084064,0.0002482581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587045,0.00003932185,0.9900212,0.00003523893,0.0001056216,0.0004839865,0.002817483,0.0003179487,0.0005955989,0.00005830472,0.000731456,0.004635168],"study_design_scores_gemma":[0.000001696021,0.00001031739,0.9979955,0.000005443356,0.000008985265,0.0000383791,0.001413396,0.00005792591,0.00003312201,0.000004906074,0.0004257142,0.000004761496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984757,0.0001409301,0.00002326058,0.00004865522,0.000003986474,0.000007240275,0.0007280852,0.00000372979,0.0005684321],"genre_scores_gemma":[0.9978533,0.0001390469,0.00005008298,0.00003730355,0.000003674621,0.00000603032,0.0009556132,0.000002615272,0.0009521786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0498569,"threshold_uncertainty_score":0.100301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524527991173325,"score_gpt":0.2205059757594382,"score_spread":0.2052606958477049,"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."}}