{"id":"W4410894732","doi":"10.46789/edugeo.v15i25.1472","title":"Lugar e Pedagogia","year":2025,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação em Geografia","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002722631,0.0006272041,0.0007381582,0.0005334831,0.002453819,0.001465419,0.001155277,0.0006706283,0.003938434],"category_scores_gemma":[0.0006631254,0.0006929279,0.0005215975,0.002415206,0.0003332041,0.0003174355,0.0001271391,0.0008530417,0.001258494],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814095,"about_ca_system_score_gemma":0.01327525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185603,"about_ca_topic_score_gemma":0.004623639,"domain_scores_codex":[0.9945945,0.001040363,0.0008858624,0.0009908328,0.0006863827,0.001802017],"domain_scores_gemma":[0.9969838,0.0005799604,0.0004229805,0.001005449,0.0004414521,0.0005663203],"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":[0.0000738342,0.0009155769,0.6848149,0.0007862985,0.0002670069,0.00001998389,0.111731,0.00002849657,0.00004241032,0.0223213,0.1598736,0.01912562],"study_design_scores_gemma":[0.0006541284,0.0002033327,0.3896307,0.001372416,0.000700238,0.00001235739,0.08311088,0.0001304394,0.00006278389,0.00057833,0.5221629,0.001381472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518571,0.01077567,0.0004236116,0.002198483,0.006257604,0.001344809,0.000107672,0.0002410067,0.02679403],"genre_scores_gemma":[0.8948656,0.0005795985,0.0002010209,0.001822884,0.001882667,0.00008223742,0.0001269843,0.00006021831,0.1003788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3622893,"threshold_uncertainty_score":0.9995711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069879801405785,"score_gpt":0.3544298227096912,"score_spread":0.3237310246956334,"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."}}