{"id":"W4392041462","doi":"10.54751/revistafoco.v17n2-092","title":"ASPECTOS DE SELEÇÃO DE UMA DEFENSA MARÍTIMA: UMA ANÁLISE PARA APLICAÇÃO NO PORTO DO ITAQUI","year":2024,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Political science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001218416,0.0007244149,0.0009047403,0.0006334747,0.0004941676,0.007251201,0.0007075952,0.0002829893,0.005393244],"category_scores_gemma":[0.0003729943,0.0007120241,0.0008797435,0.002031774,0.0001126804,0.001591482,0.0005155922,0.0006416002,0.008144739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910372,"about_ca_system_score_gemma":0.0001983895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559649,"about_ca_topic_score_gemma":0.00002523573,"domain_scores_codex":[0.9959863,0.00006549287,0.000949759,0.001133711,0.0005807702,0.001283919],"domain_scores_gemma":[0.9978641,0.0001103921,0.0003611819,0.0009177235,0.0006208767,0.0001256904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002288359,0.001055079,0.02978067,0.01841517,0.002929445,0.004325548,0.0006626754,0.00007760346,0.004509053,0.06425003,0.7372196,0.1365463],"study_design_scores_gemma":[0.0005248435,0.00004609592,0.004253771,0.001137131,0.002566177,0.00004658322,0.0003091248,0.09137905,0.00005503813,0.0007017956,0.897809,0.001171418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4914218,0.1351373,0.03104749,0.02538376,0.002242785,0.005056104,0.0004074815,0.002630074,0.3066732],"genre_scores_gemma":[0.9691716,0.001553816,0.001081088,0.002265646,0.003697756,0.00008383174,0.0001696721,0.0002406504,0.02173591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4777498,"threshold_uncertainty_score":0.9995331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688817279733488,"score_gpt":0.2654217725278523,"score_spread":0.2485335997305174,"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."}}