{"id":"W4392798201","doi":"10.28998/contegeo.4i7.8363","title":"FUNDAMENTOS TEÓRICOS DE MODELAGEM EM SISTEMAS COMPLEXOS","year":2019,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Physics; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006730394,0.001577849,0.001646099,0.002709914,0.001640621,0.008533286,0.003163572,0.002967618,0.005760815],"category_scores_gemma":[0.02547892,0.001730299,0.003258275,0.004956807,0.005341371,0.008011698,0.003502557,0.004564551,0.001624082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856235,"about_ca_system_score_gemma":0.003793346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152983,"about_ca_topic_score_gemma":0.006015676,"domain_scores_codex":[0.9941011,0.002773432,0.0006421094,0.0007116229,0.001536048,0.0002356418],"domain_scores_gemma":[0.9850003,0.0109736,0.0006320639,0.001789642,0.001426668,0.0001777624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003197764,0.00006757495,0.001555826,0.00083924,0.0001359769,0.0002466359,0.001603646,0.2842354,0.0009427051,0.6657364,0.002419186,0.0421855],"study_design_scores_gemma":[0.00002158521,0.00002117272,0.0003455653,0.000301279,0.0000554842,0.0001190879,0.0003898606,0.4940896,0.000939836,0.4728015,0.03087284,0.00004207102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004363658,0.001875641,0.9839535,0.001396943,0.0001165967,0.0001069797,0.0002544222,0.000305558,0.007626765],"genre_scores_gemma":[0.2311855,0.008873271,0.7457508,0.0005429926,0.0004149621,0.00142572,0.001189638,0.000653012,0.009964037],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01152983,"threshold_uncertainty_score":0.03559417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309613237458116,"score_gpt":0.2644368905883836,"score_spread":0.233475566842572,"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."}}