{"id":"W4244018257","doi":"10.52495/intro.emcs.1.c37","title":"Introducción","year":2018,"lang":"es","type":"article","venue":"Espejo de Monografías de Comunicación Social","topic":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art; Cartography; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001470832,0.0004698116,0.0005484002,0.0002627501,0.00122296,0.001422494,0.004381714,0.0004876159,0.0001677438],"category_scores_gemma":[0.0005231914,0.0005349401,0.0003691386,0.001239457,0.001149913,0.0008026284,0.002119161,0.0008310846,0.001025695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482426,"about_ca_system_score_gemma":0.0006789121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381354,"about_ca_topic_score_gemma":0.00006649047,"domain_scores_codex":[0.9957641,0.0009711988,0.0006850671,0.0007292318,0.0005898193,0.001260553],"domain_scores_gemma":[0.9959862,0.0004172421,0.0003712724,0.002323382,0.0004319786,0.0004699336],"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":[0.0002320854,0.0009140253,0.02166174,0.00009065156,0.0002709803,0.00004996774,0.03161646,0.000005959134,0.002055095,0.5792711,0.06803726,0.2957947],"study_design_scores_gemma":[0.001886244,0.0008081491,0.05345728,0.0001522443,0.0001372687,0.00009448762,0.0006162034,0.02417449,0.003265801,0.03717607,0.8768276,0.001404166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6571192,0.003487843,0.08479093,0.05963954,0.002991268,0.001057944,0.00005932329,0.00128847,0.1895655],"genre_scores_gemma":[0.9751385,0.0004048271,0.01831452,0.00204842,0.003271092,0.000040017,0.00002421534,0.00005839865,0.0007000004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8087903,"threshold_uncertainty_score":0.9997521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793796177289368,"score_gpt":0.3146013359350091,"score_spread":0.2866633741621154,"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."}}