{"id":"W2942820990","doi":"10.5016/geociencias.v38i1.12585","title":"RELAÇÃO ENTRE AS VARIAÇÕES DA LINHA DE COSTA E AS CARACTERÍSTICAS MORFODINÂMICAS DA PRAIA DA ARMAÇÃO, ILHA DE SANTA CATARINA","year":2019,"lang":"pt","type":"article","venue":"Geociências","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Humanities; Geography; Art","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":[0.0002943102,0.0001598528,0.0001839024,0.0008504757,0.0008373453,0.001217442,0.0003201694,0.000286369,0.000953315],"category_scores_gemma":[0.001145641,0.0001809085,0.0002280796,0.001516435,0.0006561012,0.0003310971,0.0006912421,0.000193678,0.0001349708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322983,"about_ca_system_score_gemma":0.0009960894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1221633,"about_ca_topic_score_gemma":0.3189673,"domain_scores_codex":[0.9997007,0.00004791458,0.00001704663,0.00009169761,0.00007463293,0.00006805302],"domain_scores_gemma":[0.9989893,0.0002163054,0.0003693785,0.0000768964,0.0002496633,0.00009843983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001743508,0.00001903707,0.9582958,0.0001436524,0.0000809406,0.0002811435,0.005257182,0.0003878056,0.01849415,0.0002689124,0.0001828589,0.01641417],"study_design_scores_gemma":[5.681976e-7,0.0000217507,0.9971088,0.00001334471,0.000009526293,0.00004811564,0.001292318,0.000109656,0.0003213538,0.00002214387,0.001048837,0.000003759203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973591,0.0003438111,0.0001277223,0.00004220756,0.00000227548,0.000007204436,0.0001533616,0.000004899131,0.001959385],"genre_scores_gemma":[0.9989529,0.0001835467,0.000199286,0.00001038761,0.000001964755,0.000007145074,0.00006679033,0.000002104965,0.0005760328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1221633,"threshold_uncertainty_score":0.2429044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199091103425883,"score_gpt":0.2526831156033595,"score_spread":0.2406922045691007,"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."}}