{"id":"W4406819551","doi":"10.18046/retf.i21.7239","title":"Prólogo","year":2025,"lang":"es","type":"article","venue":"Trans-pasando Fronteras","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carré Technologies (Canada)","funders":"","keywords":"Logo (programming language); Computer science; Programming language","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005453654,0.0002954833,0.0005689563,0.0001148332,0.0008457119,0.0003445916,0.000568036,0.0003645902,0.001825072],"category_scores_gemma":[0.00006829935,0.0003130022,0.0003751794,0.0003441453,0.0005600011,0.0002888431,0.00004019012,0.0003323159,0.0004482284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300519,"about_ca_system_score_gemma":0.0003700384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004887738,"about_ca_topic_score_gemma":0.002349619,"domain_scores_codex":[0.9978142,0.0002792136,0.000491737,0.0005117821,0.0002154768,0.0006876072],"domain_scores_gemma":[0.9991118,0.0002434036,0.00009821448,0.0003042822,0.0000644558,0.0001778077],"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":[0.001098471,0.001432546,0.2579749,0.0005324543,0.0015475,0.00004369802,0.09753153,0.0000269322,0.0004126482,0.3003584,0.1650561,0.1739848],"study_design_scores_gemma":[0.002774289,0.00006013934,0.0450546,0.0002219663,0.0002094701,5.098519e-7,0.004379928,0.0000713703,0.0002571254,0.01641085,0.9300931,0.0004667206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3375522,0.002219198,0.0009114145,0.02049492,0.005179135,0.0006445471,0.00007244572,0.0002071934,0.6327189],"genre_scores_gemma":[0.9732178,0.001477761,0.00009146914,0.001555958,0.0007959215,0.00004297115,0.000008940577,0.00001860723,0.02279059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7650369,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660609045657345,"score_gpt":0.3126829656782264,"score_spread":0.2960768752216529,"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."}}