{"id":"W3156783638","doi":"10.35416/geoatos.2021.8155","title":"Diálogo sobre os vínculos da Geografia Brasileira com a Geografia Cubana","year":2021,"lang":"pt","type":"article","venue":"Geografia em Atos (Online)","topic":"Geography and Education Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Universidade Estadual Paulista","keywords":"Humanities; Art; Sociology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003127079,0.002030316,0.002366535,0.001207165,0.003954514,0.002000368,0.003030085,0.001955178,0.00749959],"category_scores_gemma":[0.00155919,0.002246492,0.002697269,0.008838141,0.001899845,0.001129205,0.001196364,0.002638323,0.001303421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178534,"about_ca_system_score_gemma":0.002680176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00772833,"about_ca_topic_score_gemma":0.01774617,"domain_scores_codex":[0.9826305,0.00395142,0.002746894,0.003434986,0.002941782,0.004294452],"domain_scores_gemma":[0.9896343,0.001370319,0.001375298,0.003101262,0.002047435,0.002471371],"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":[0.0002385642,0.01033174,0.6863527,0.0009879697,0.002809483,0.0009116611,0.05215251,0.0002970905,0.0004610771,0.006231561,0.06710642,0.1721193],"study_design_scores_gemma":[0.003231443,0.000431117,0.4117912,0.0007749344,0.001812897,0.0001931312,0.1394068,0.001114645,0.0002359669,0.00366195,0.4332318,0.004114101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363443,0.01615901,0.001802024,0.01711163,0.01395298,0.002723046,0.003510706,0.001402694,0.00699365],"genre_scores_gemma":[0.9058253,0.008472247,0.02020068,0.008756044,0.008092395,0.0004743868,0.006822149,0.0005966961,0.04076007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661253,"threshold_uncertainty_score":0.9996626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06595979488928813,"score_gpt":0.3644611708127762,"score_spread":0.298501375923488,"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."}}