{"id":"W4292693351","doi":"10.3407/rpn.v5i1.6711","title":"Huerta para la Enseñanza","year":2022,"lang":"es","type":"article","venue":"Revista Productos Naturales","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007819326,0.0002604519,0.0003159601,0.0003829343,0.0007615758,0.0004735565,0.00157,0.00009785942,0.000282687],"category_scores_gemma":[0.000398633,0.0002596855,0.0001072603,0.002231901,0.0002228861,0.0003176656,0.001017689,0.0009761157,0.0000967676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111407,"about_ca_system_score_gemma":0.0004425586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717649,"about_ca_topic_score_gemma":6.761617e-7,"domain_scores_codex":[0.9974205,0.0003337528,0.0004915124,0.0008831397,0.0004782976,0.0003927833],"domain_scores_gemma":[0.9977781,0.000245626,0.0003139126,0.001316608,0.0002910756,0.0000546781],"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":[0.00000570166,0.0002188652,0.001607242,0.0001143878,0.00005192019,0.000023617,0.0002208511,0.00001668345,0.003195347,0.9528463,0.02261886,0.01908016],"study_design_scores_gemma":[0.0001282213,0.0000962969,0.01017493,0.0000498144,0.00002239478,0.0003251899,0.000110612,0.0003624281,0.001217364,0.004353572,0.982785,0.0003741642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7719659,0.05571837,0.0007866955,0.1631067,0.002733024,0.00125919,0.0001336914,0.0006894892,0.003606884],"genre_scores_gemma":[0.9880881,0.0003435572,0.005471095,0.0006459547,0.0003590067,0.0001147719,0.00007314113,0.00002518593,0.004879241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9601662,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442651217331737,"score_gpt":0.2956258598423471,"score_spread":0.2711993476690298,"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."}}