{"id":"W4416797948","doi":"10.15174/jc.2025.4780","title":"Análisis bibliométrico: Caso de estudio, Palo Colorado. Un Enigma de la Situación Socioambiental Hídrica en el Estado de Guanajuato","year":2025,"lang":"","type":"article","venue":"JÓVENES EN LA CIENCIA","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Persona; Quarter (Canadian coin)","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003097752,0.0004864682,0.0008345665,0.04353578,0.00296813,0.005531738,0.001047316,0.0006227671,0.005948395],"category_scores_gemma":[0.01538258,0.000407871,0.0006479137,0.1016046,0.0008605398,0.001644547,0.002796491,0.0006038795,0.0009066591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006002679,"about_ca_system_score_gemma":0.01414675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3428846,"about_ca_topic_score_gemma":0.4158987,"domain_scores_codex":[0.9946518,0.0008167643,0.0008667,0.0008747022,0.00225753,0.000532535],"domain_scores_gemma":[0.9798175,0.003827408,0.004668965,0.001030599,0.009737447,0.0009181479],"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":[0.0000763804,0.00007293317,0.8964162,0.003431845,0.0004460257,0.0004516441,0.01351204,0.0002920016,0.0008033701,0.003409161,0.03192415,0.04916419],"study_design_scores_gemma":[0.000007150808,0.00002450267,0.9233917,0.0006756212,0.0001858914,0.0002044439,0.01496282,0.0003685709,0.000331857,0.0002649165,0.05955983,0.00002269568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921723,0.02270406,0.002126744,0.004893308,0.0002309836,0.001238445,0.182771,0.0005728377,0.09329026],"genre_scores_gemma":[0.8773136,0.01596633,0.004935072,0.000427139,0.0002839997,0.00189191,0.08236525,0.0001678144,0.0166488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9564642,"threshold_uncertainty_score":0.6817775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0036568164915653,"score_gpt":0.2571864064145299,"score_spread":0.2535295899229646,"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."}}