{"id":"W2898624821","doi":"10.26512/ciga.v9i2.15386","title":"INFRAESTRUTURAS DE DADOS ESPACIAIS - IDES: PERSPECTIVA ACADÊMICA – DESAFIOS E PROPOSTA","year":2018,"lang":"pt","type":"article","venue":"Revista Eletrônica Tempo - Técnica - Território / Eletronic Magazine Time - Technique - Territory","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; 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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.008164804,0.002778144,0.003554568,0.002165802,0.003972342,0.001688576,0.005486285,0.002662031,0.005432641],"category_scores_gemma":[0.002189835,0.002873619,0.001899347,0.0037265,0.005973529,0.002377448,0.002220694,0.004107394,0.006574041],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006491707,"about_ca_system_score_gemma":0.004343797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211538,"about_ca_topic_score_gemma":0.001372738,"domain_scores_codex":[0.9809587,0.002370229,0.004925734,0.003203354,0.003411567,0.005130407],"domain_scores_gemma":[0.9876733,0.0009263442,0.003427092,0.004528471,0.001812259,0.001632522],"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":[0.0008658497,0.002745512,0.01121008,0.004093661,0.003114685,0.0003418038,0.03356205,0.000003134977,0.02815616,0.02931821,0.8755317,0.0110571],"study_design_scores_gemma":[0.001973689,0.002593579,0.002854477,0.00306794,0.000631276,0.0003965498,0.004001695,0.0003344661,0.0009157213,0.0009374331,0.9787112,0.003581989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1250849,0.04689004,0.02655062,0.07060184,0.009299137,0.07532087,0.004609733,0.02614523,0.6154976],"genre_scores_gemma":[0.933924,0.002442036,0.004115089,0.001371865,0.005205918,0.002148712,0.0002508964,0.0006080471,0.04993348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.808839,"threshold_uncertainty_score":0.9998945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474243725018303,"score_gpt":0.295753948556263,"score_spread":0.28101151130608,"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."}}