{"id":"W7155301599","doi":"","title":"Revisión sistemática de pruebas para obtener los parámetros geotécnicos del suelo: tendencias, alcances y limitaciones","year":2021,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Order (exchange); State (computer science)","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"],"consensus_categories":[],"category_scores_codex":[0.0008544282,0.001135201,0.001418591,0.0004672652,0.00120674,0.0008383828,0.0008841082,0.001016225,0.0001817168],"category_scores_gemma":[0.001464914,0.00113028,0.0006795552,0.001354198,0.00010379,0.0006681415,0.0006215238,0.00114909,0.00007981178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154595,"about_ca_system_score_gemma":0.001132467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003710138,"about_ca_topic_score_gemma":0.0001088121,"domain_scores_codex":[0.9931042,0.0007551611,0.001734818,0.001454184,0.001218694,0.001732948],"domain_scores_gemma":[0.9957762,0.0005064009,0.000567063,0.001159388,0.001138107,0.0008528439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002499964,0.0008658019,0.001894051,0.002258126,0.001195276,0.0009323073,0.0004449604,0.002209967,0.03485302,0.9417493,0.001937273,0.01140987],"study_design_scores_gemma":[0.001302939,0.0001153105,0.01817016,0.001424001,0.0005690954,0.002988068,0.0005172475,0.00166494,0.0140472,0.001065198,0.9566571,0.001478735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5095167,0.07752953,0.03042015,0.1010015,0.0152283,0.00449553,0.001822266,0.006496768,0.2534892],"genre_scores_gemma":[0.9807268,0.0093065,0.006428992,0.0003555546,0.001647498,0.0004788576,0.0001843989,0.0001491918,0.0007222303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547198,"threshold_uncertainty_score":0.9991148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295858825689771,"score_gpt":0.2430819604830828,"score_spread":0.2201233722261851,"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."}}