{"id":"W4417077637","doi":"10.56712/latam.v6i6.4967","title":"La evaluación de la competitividad turística en destinos de turismo rural en Sinaloa, México","year":2025,"lang":"","type":"article","venue":"LATAM Revista Latinoamericana de Ciencias Sociales y Humanidades","topic":"Nationalism and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rural development; Local Development; Tourism; Public management","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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007717657,0.0007823619,0.001126691,0.0003328624,0.003528219,0.002498033,0.001975942,0.0008624211,0.001378685],"category_scores_gemma":[0.007098332,0.0008452903,0.000648366,0.002339822,0.006701664,0.0007884746,0.0005295685,0.001499299,0.00009078929],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004437001,"about_ca_system_score_gemma":0.006597858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293407,"about_ca_topic_score_gemma":0.001996028,"domain_scores_codex":[0.9851941,0.00939119,0.001163841,0.0009715027,0.001479212,0.001800169],"domain_scores_gemma":[0.9905651,0.006920025,0.000818113,0.0005429593,0.0005788277,0.000575028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004193851,0.0004666343,0.1540029,0.0003942845,0.0002620946,0.0001146752,0.04907709,0.00006886544,0.002755145,0.7761401,0.004134672,0.0125416],"study_design_scores_gemma":[0.0008901192,0.000122879,0.8382314,0.0009406671,0.0009313609,0.00004621744,0.04931325,0.0004738033,0.000162999,0.0571879,0.05041683,0.00128257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003587,0.003637458,0.001815025,0.00169709,0.0002794744,0.0009131018,0.000209753,0.0002985277,0.09079088],"genre_scores_gemma":[0.9883234,0.001405513,0.002791883,0.001328927,0.001101518,0.00008521635,0.00006115963,0.00005734151,0.004845071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7189522,"threshold_uncertainty_score":0.9995342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899538197426703,"score_gpt":0.3555700943146851,"score_spread":0.336574712340418,"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."}}