{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001026626,0.0008698201,0.0007349614,0.0001680384,0.0004376357,0.0005589677,0.001372332,0.0003826477,0.01950887],"category_scores_gemma":[0.0003457906,0.0009017616,0.0003560862,0.0005921314,0.000323026,0.0005586302,0.007155476,0.001061234,0.02666764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460757,"about_ca_system_score_gemma":0.0003925573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03939524,"about_ca_topic_score_gemma":0.004140303,"domain_scores_codex":[0.9941637,0.0003267298,0.0008129135,0.001569518,0.001098829,0.002028294],"domain_scores_gemma":[0.9967605,0.0003243457,0.0004250435,0.00158609,0.00004756566,0.0008564624],"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":[0.001593357,0.004026333,0.4214974,0.001099495,0.001229931,0.004455907,0.03107266,0.003045353,0.01848894,0.01319936,0.1700506,0.3302406],"study_design_scores_gemma":[0.00426727,0.001699804,0.2876137,0.0004533971,0.001213613,0.0007863739,0.009923698,0.008660497,0.002941264,0.0110068,0.6682358,0.003197774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8127311,0.0002051321,0.0004746053,0.002508912,0.001190826,0.001484041,0.000215369,0.0001842101,0.1810058],"genre_scores_gemma":[0.9090332,0.0004186124,0.0003657229,0.002356975,0.0002848014,0.00005710598,0.0002119354,0.00009541486,0.08717621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4981852,"threshold_uncertainty_score":0.9993433,"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."}}