{"id":"W2994207888","doi":"10.28998/contegeo.v4i7.8363","title":"FUNDAMENTOS TEÓRICOS DE MODELAGEM EM SISTEMAS COMPLEXOS","year":2019,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Physics; 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":[0.004930852,0.001408235,0.001350898,0.002280372,0.001458605,0.008881704,0.002962468,0.002993592,0.006808386],"category_scores_gemma":[0.01575917,0.001619051,0.002727464,0.003922017,0.004854253,0.007480716,0.003157453,0.004153065,0.002410151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067272,"about_ca_system_score_gemma":0.003450484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419147,"about_ca_topic_score_gemma":0.006923678,"domain_scores_codex":[0.9954489,0.001944982,0.0004573547,0.0006343072,0.001315417,0.0001990006],"domain_scores_gemma":[0.9917618,0.005461344,0.0003818209,0.001171376,0.001092651,0.0001309278],"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":[0.00004064051,0.00007868465,0.001316645,0.000769436,0.0001091869,0.0003182414,0.001512624,0.2689847,0.001842298,0.652167,0.004502787,0.0683577],"study_design_scores_gemma":[0.00001711845,0.00002341999,0.0003126312,0.0002545051,0.0000453717,0.0001228903,0.0003523473,0.6171381,0.001612292,0.330332,0.04974419,0.00004517352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003392154,0.001805319,0.9824196,0.001463105,0.0001530747,0.00007976973,0.0002161724,0.0004194905,0.01005136],"genre_scores_gemma":[0.2460546,0.01178368,0.714851,0.0007507658,0.0005323846,0.001125013,0.001439401,0.0008403019,0.02262292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01419147,"threshold_uncertainty_score":0.02821773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301373395460008,"score_gpt":0.2748966117102402,"score_spread":0.2418828777556401,"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."}}