{"id":"W7042114265","doi":"","title":"Editorial","year":2018,"lang":"es","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Social Sciences and Humanities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Theme (computing); Natural (archaeology); Subject (documents); Work (physics)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001839411,0.0004451784,0.0004953658,0.000204452,0.005314813,0.002349217,0.001216684,0.0005621825,0.02670049],"category_scores_gemma":[0.000445639,0.0004618969,0.0002842063,0.0009603422,0.003584988,0.01735782,0.0002759426,0.0004057509,0.01267057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969318,"about_ca_system_score_gemma":0.000726944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714214,"about_ca_topic_score_gemma":0.015127,"domain_scores_codex":[0.99449,0.0005190455,0.0006944412,0.000859956,0.002367859,0.001068733],"domain_scores_gemma":[0.9969597,0.0003073357,0.0004905938,0.0004549475,0.001265082,0.0005223145],"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":[0.0000543196,0.0001489711,0.0001393295,0.00001418287,0.00003139242,0.000003390105,0.00277865,7.234153e-7,0.00002886854,0.5526583,0.4421625,0.001979401],"study_design_scores_gemma":[0.0007904981,0.000604135,0.006506542,0.0001421095,0.00008487828,0.000002015313,0.006943658,0.00001236558,0.0002185969,0.01752446,0.9665222,0.0006486056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006842543,0.0003108875,0.00009798127,0.05336768,0.4051498,0.0009685908,0.0003823524,0.0002974088,0.5325828],"genre_scores_gemma":[0.4982472,0.0006605569,0.0001498295,0.01211975,0.4785776,0.0001349571,0.000159798,0.00003798193,0.009912295],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5351338,"threshold_uncertainty_score":0.9997833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683503548817472,"score_gpt":0.3038703240143749,"score_spread":0.2770352885262002,"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."}}