{"id":"W7164878561","doi":"10.32028/antor.v19i.1953","title":"Preliminary Pages, Volume 19, 2021","year":2021,"lang":"","type":"article","venue":"Antiguo oriente","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Yarmouk University; Universität Heidelberg; University of Oxford; Tel Aviv University; Azusa Pacific University; Universidade de Santiago de Compostela; Universidad Nacional de Córdoba; York University; Università degli Studi di Torino; Universidad Nacional de Rosario; Wellesley College","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008056578,0.001158719,0.0006531678,0.002624008,0.00196245,0.006992632,0.0009605126,0.002955318,0.4436299],"category_scores_gemma":[0.002647961,0.0003772473,0.0006329583,0.0024046,0.0004801059,0.001550678,0.000982438,0.002169417,0.2147854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936682,"about_ca_system_score_gemma":0.002621184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231099,"about_ca_topic_score_gemma":0.03053496,"domain_scores_codex":[0.9994721,0.00003830554,0.00002930164,0.00007222492,0.0002885681,0.00009955715],"domain_scores_gemma":[0.9984514,0.0002869328,0.00006058419,0.0001199528,0.0007539376,0.0003272503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001149228,0.00005169162,0.000187212,0.0001225881,0.000004468264,0.00004434433,0.00001582266,0.00005174503,0.0003062231,0.001087107,0.9808599,0.01715404],"study_design_scores_gemma":[0.00003412191,0.0000386684,0.00254938,0.00009005544,0.000007012243,0.0000188438,0.00004163368,0.00008996547,0.0002879771,0.0009292123,0.995906,0.000007072851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002949499,0.008270741,0.0008028132,0.01885978,0.1135235,0.0005585375,0.0245071,0.00114631,0.8293818],"genre_scores_gemma":[0.002355308,0.001618395,0.0001905773,0.001131058,0.007416135,0.00007854352,0.003674492,0.0001885549,0.9833469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5563701,"threshold_uncertainty_score":0.7935944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578879505676868,"score_gpt":0.2526679849973323,"score_spread":0.2368791899405637,"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."}}