{"id":"W4392798034","doi":"10.28998/contegeo.2i4.6323","title":"CARATERIZAÇÃO DA DINÂMICA DA LINHA DE COSTA NA ENSEADA DO PONTAL DE CORURIPE, LITORAL SUL DE ALAGOAS","year":2018,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Humanities; Geography; Cartography; 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":[0.0007212372,0.0002503626,0.0003577128,0.0009144865,0.0009523749,0.001490467,0.0004900192,0.000296864,0.002313216],"category_scores_gemma":[0.001668582,0.0002299871,0.0002767736,0.002339042,0.0008219837,0.0005691067,0.001033191,0.0002857725,0.0002151614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949788,"about_ca_system_score_gemma":0.002144223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08869381,"about_ca_topic_score_gemma":0.2740465,"domain_scores_codex":[0.9994625,0.00008672398,0.00002192648,0.0001665666,0.0001469308,0.0001153538],"domain_scores_gemma":[0.9992312,0.000175187,0.0001518147,0.00006238102,0.000309909,0.00006946122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004498845,0.00006265032,0.8212729,0.0005404479,0.0001472754,0.0005053961,0.01958359,0.005170197,0.04384349,0.001570112,0.0005630656,0.1062909],"study_design_scores_gemma":[0.000002426172,0.0001047596,0.9810291,0.0000438683,0.00003444188,0.00007272416,0.00798641,0.001517776,0.002781219,0.0001637243,0.006249751,0.00001381528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946107,0.0002018872,0.0009323482,0.00004608047,0.000003994554,0.00001842429,0.0002163629,0.00003628025,0.003933882],"genre_scores_gemma":[0.9957663,0.0001985652,0.001909871,0.00001291274,0.0000016397,0.00002289718,0.0001581286,0.00001531505,0.001914433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08869381,"threshold_uncertainty_score":0.1763551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837690739825516,"score_gpt":0.2952908927124515,"score_spread":0.2669139853141963,"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."}}