{"id":"W2254948927","doi":"10.14393/rbcv67n6-44634","title":"UMA PROPOSTA PARA A NOVA GERAÇÃO DE INFRAESTRUTURA DE DADOS ESPACIAIS","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Cartografia","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.001338675,0.0009119229,0.0008425675,0.0001611162,0.0005658742,0.0004884964,0.0009309085,0.0004620761,0.001422341],"category_scores_gemma":[0.0002416255,0.0009113696,0.0005625635,0.001057839,0.001185448,0.0004695925,0.0008193019,0.0007956101,0.001580361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702826,"about_ca_system_score_gemma":0.0002027323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563753,"about_ca_topic_score_gemma":0.0001841659,"domain_scores_codex":[0.9945298,0.0005104356,0.000785879,0.001132591,0.0009443162,0.002097007],"domain_scores_gemma":[0.9970053,0.0001153937,0.0003761535,0.001049027,0.00003388724,0.001420204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210897,0.0003740797,0.9594784,0.0001786703,0.0001772829,0.0002374898,0.005826782,0.0005307157,0.00407245,0.0001222689,0.0137109,0.01516983],"study_design_scores_gemma":[0.001350861,0.0006022552,0.9606661,0.0002902306,0.0003564313,0.0003516413,0.003745342,0.001258135,0.0006633936,0.00009738933,0.02931708,0.00130116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871845,0.005010979,0.001632191,0.0004821472,0.0002761253,0.001031455,0.0001790498,0.0001771449,0.004026463],"genre_scores_gemma":[0.9938976,0.0006061242,0.002926623,0.001082984,0.0002101343,0.0001001885,0.000044775,0.0001070583,0.001024467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560618,"threshold_uncertainty_score":0.9994905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206872146977046,"score_gpt":0.2787117374713987,"score_spread":0.2366430160016282,"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."}}