{"id":"W7164034324","doi":"10.71569/z4r6-b547","title":"Corpus EN Ontario y USA","year":2022,"lang":"en","type":"dataset","venue":"UVaDOC Documentary Repository (University of Valladolid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006304263,0.001069852,0.001538885,0.0008944264,0.001334531,0.0001087461,0.00364239,0.0006042521,0.2149358],"category_scores_gemma":[0.00001662284,0.001542327,0.001008825,0.0006717313,0.0005752518,0.000930479,0.002872054,0.002291926,0.002109765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006907201,"about_ca_system_score_gemma":0.001781921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6243702,"about_ca_topic_score_gemma":0.2915336,"domain_scores_codex":[0.993329,0.001090568,0.000754375,0.001669532,0.002178579,0.0009779838],"domain_scores_gemma":[0.9947125,0.0002397059,0.001653613,0.002654493,0.0001912345,0.0005483979],"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":[0.0008368324,0.0007163225,0.004307283,0.000302687,0.001365673,0.004264436,0.001053542,0.0001408548,0.0004468398,0.00001017707,0.9864933,0.00006207],"study_design_scores_gemma":[0.001888467,0.0006518342,0.00597762,0.0001565862,0.001920031,0.0006180975,0.001469212,0.000003231395,0.00007332316,0.00003126271,0.9858798,0.00133056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03133165,0.0003841758,0.000002303362,0.00006507114,0.002872272,0.001066692,0.9599256,0.0002029921,0.004149243],"genre_scores_gemma":[0.000806307,0.0002742059,0.0003320166,0.0001252247,0.0002609339,0.000004395089,0.9629494,0.0001415787,0.03510591],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3328366,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037796102511089,"score_gpt":0.2094556148679879,"score_spread":0.1990776538428771,"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."}}