{"id":"W2885522296","doi":"10.29105/contexto12.16-9","title":"Paisaje de la arquitectura. Mirada monista del ambiente","year":2018,"lang":"es","type":"article","venue":"CONTEXTO Revista de la Facultad de Arquitectura de la Universidad Autónoma de Nuevo León","topic":"Urbanism, Landscape, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AS Composite (Canada)","funders":"","keywords":"Humanities; Philosophy; Context (archaeology); Art; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.00461077,0.001399312,0.001521678,0.0005472261,0.002970968,0.003372165,0.002310369,0.001783337,0.000511061],"category_scores_gemma":[0.00242273,0.001409877,0.0009911449,0.001613565,0.00517349,0.0006240154,0.000675422,0.001947631,0.0002421978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855298,"about_ca_system_score_gemma":0.001961025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007744004,"about_ca_topic_score_gemma":0.0008069271,"domain_scores_codex":[0.9875931,0.005610825,0.0009770255,0.00157622,0.00106147,0.003181377],"domain_scores_gemma":[0.9918987,0.004220197,0.0008719247,0.001102523,0.0006099315,0.001296777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002585191,0.001516703,0.2349384,0.001318975,0.003908681,0.008505049,0.3458678,0.0002332631,0.02718314,0.1237789,0.1936175,0.05654623],"study_design_scores_gemma":[0.004166589,0.0005253718,0.08522332,0.000793402,0.001077559,0.0005677248,0.01162395,0.001007309,0.001131087,0.003214693,0.8887749,0.001894033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277006,0.007859997,0.005394292,0.002180806,0.0003690563,0.000981692,0.0003809674,0.0006986306,0.054434],"genre_scores_gemma":[0.9834972,0.00220981,0.001922944,0.00175019,0.001489417,0.00004778485,0.00004073944,0.0001958552,0.008846056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6951574,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014089355523199,"score_gpt":0.3206039986096771,"score_spread":0.3065146430864781,"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."}}