{"id":"W7084149097","doi":"10.18687/laccei2025.1.1.422","title":"REGIONALIZATION OF THE IDF CURVES FOR THE PROVINCES OF SANTO DOMINGO DE LOS TSACHILAS AND ESMERALDAS","year":2025,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Quarter (Canadian coin); Work (physics); Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004521882,0.0002290581,0.0001864905,0.004526053,0.0003517325,0.0007696614,0.0002772541,0.0002069621,0.002181234],"category_scores_gemma":[0.001673089,0.00008856054,0.000287056,0.003884914,0.0003212607,0.0001867081,0.0003627762,0.0001668546,0.0002774341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280432,"about_ca_system_score_gemma":0.002225657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.391634,"about_ca_topic_score_gemma":0.354388,"domain_scores_codex":[0.999819,0.00002039446,0.000007923693,0.00003658983,0.00004209673,0.00007410908],"domain_scores_gemma":[0.9992374,0.0001007951,0.00007526707,0.00006660546,0.0004503659,0.00006953304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004863376,0.00006050771,0.8151069,0.0002375524,0.0001591523,0.0003058008,0.001537364,0.03778256,0.0101589,0.008534535,0.008163593,0.1174668],"study_design_scores_gemma":[0.00001507138,0.000009238272,0.9691961,0.00002851048,0.00001916558,0.0000856135,0.0008546679,0.00953811,0.001039762,0.0005389104,0.01865259,0.00002226518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550389,0.0007534489,0.002251256,0.0003712325,0.00002585814,0.00003761583,0.01602451,0.0003619593,0.02513526],"genre_scores_gemma":[0.9895359,0.0001396382,0.002925613,0.00001101559,0.000005813306,0.000019432,0.005003662,0.00003766163,0.002321242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391634,"threshold_uncertainty_score":0.7787089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009108082948903745,"score_gpt":0.2506163786328632,"score_spread":0.2415082956839594,"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."}}