{"id":"W3036126848","doi":"10.35424/rcarto.i101.672","title":"Modelagem das mudanças espaço-temporais de áreas úmidas: estudo de caso da Região Administrativa de Abitibi-Témiscamingue – Québec, Canadá","year":2020,"lang":"pt","type":"article","venue":"Revista Cartográfica","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Humanities; Forestry; Geography; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009336097,0.0008717937,0.001066191,0.00007440621,0.0007696731,0.0007537238,0.001350386,0.0004523826,0.002052584],"category_scores_gemma":[0.0002115704,0.0008343522,0.0004336525,0.0007178586,0.0001713937,0.0004504905,0.0004699312,0.0006822182,0.0009448204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581014,"about_ca_system_score_gemma":0.001744628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2823166,"about_ca_topic_score_gemma":0.2215735,"domain_scores_codex":[0.9942527,0.00063187,0.001066493,0.001449462,0.0008112504,0.001788272],"domain_scores_gemma":[0.9959134,0.0002414534,0.0005355766,0.001184877,0.0000491208,0.002075513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008893883,0.001266232,0.6339566,0.008202957,0.001205532,0.01179938,0.07414514,0.01163368,0.02040395,0.001162248,0.2270024,0.008332493],"study_design_scores_gemma":[0.002893064,0.001453684,0.05916113,0.002301961,0.001499955,0.00148539,0.01087326,0.1241572,0.002655469,0.00009119622,0.7892019,0.004225819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708744,0.004450803,0.001439335,0.009068993,0.000173202,0.001058754,0.0004190938,0.0002566881,0.01225879],"genre_scores_gemma":[0.994352,0.0005946125,0.0004185745,0.002281827,0.0006223596,0.0000712093,0.00007660617,0.0001427768,0.001439967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747955,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494235675891088,"score_gpt":0.2638147292441531,"score_spread":0.2388723724852422,"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."}}