{"id":"W4385820533","doi":"10.15381/iigeo.v25i50.24230","title":"Planeamiento estratégico para optimizar la exploración en empresas mineras juniors exploradoras listadas en Bolsa de Valores de Lima","year":2022,"lang":"es","type":"article","venue":"Revista del Instituto de investigación de la Facultad de minas metalurgia y ciencias geográficas","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01122559,0.001618735,0.002328064,0.001945872,0.00182453,0.002799844,0.002859673,0.001191138,0.001034623],"category_scores_gemma":[0.004376031,0.00206536,0.0009073883,0.003441573,0.001761915,0.002301667,0.001033308,0.002487954,0.0003136332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003703965,"about_ca_system_score_gemma":0.003540207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307093,"about_ca_topic_score_gemma":0.00007654528,"domain_scores_codex":[0.9889725,0.001875188,0.003193792,0.00235277,0.0005843205,0.00302141],"domain_scores_gemma":[0.9929687,0.001623304,0.001962055,0.00173214,0.0003142327,0.001399511],"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":[0.0004071883,0.002356382,0.5239937,0.001775823,0.001137622,0.003409995,0.02128554,0.1755631,0.002006608,0.253626,0.01039391,0.004044128],"study_design_scores_gemma":[0.002372899,0.0003634568,0.1328932,0.0003494986,0.0005447307,0.002347712,0.00384003,0.0401996,0.0006622011,0.0038429,0.8097354,0.002848375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627473,0.01057577,0.01600453,0.001262365,0.0005502143,0.001225424,0.001533674,0.0003822386,0.00571846],"genre_scores_gemma":[0.9486327,0.004423695,0.038939,0.002322978,0.0007788034,0.001237702,0.0007761628,0.000301229,0.002587697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7993414,"threshold_uncertainty_score":0.9998786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358005246391911,"score_gpt":0.2694169377552783,"score_spread":0.2358368852913592,"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."}}