{"id":"W4239433430","doi":"10.7149/opa.52.2.iii","title":"SEDOPTICA Newsletters","year":2019,"lang":"es","type":"article","venue":"Optica Pura y Aplicada","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0002715899,0.0003809748,0.0003768004,0.0001524354,0.0001046062,0.0002969229,0.0003377115,0.0002782073,0.1333556],"category_scores_gemma":[0.00003619342,0.0004129974,0.0001810143,0.0002506493,0.00008025281,0.0003110469,0.00007622813,0.0004798379,0.2138616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455154,"about_ca_system_score_gemma":0.00004584953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002384955,"about_ca_topic_score_gemma":0.000001024778,"domain_scores_codex":[0.9978672,0.00006560507,0.0004566537,0.0005039952,0.0005204544,0.0005860552],"domain_scores_gemma":[0.998704,0.0001062509,0.00007696241,0.0007892018,0.00007286038,0.0002507107],"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":[0.0001066734,0.0002656444,0.004407283,0.001192048,0.0004908805,0.00002154413,0.001389895,0.03680846,0.2703393,0.01663095,0.6442485,0.02409885],"study_design_scores_gemma":[0.0009170579,0.0001406965,0.0219863,0.0001615167,0.0001093409,0.000015412,0.0001477092,0.06274804,0.0006386404,0.00009426172,0.9122669,0.0007740888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7019108,0.0001036987,0.000852424,0.003305048,0.002169403,0.0006478161,0.00001982089,0.0004225367,0.2905685],"genre_scores_gemma":[0.9744526,0.0001579656,0.001742851,0.0006931325,0.001286591,0.0000329311,0.0000505706,0.0001276598,0.02145575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725418,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007398747552124846,"score_gpt":0.2265384128392096,"score_spread":0.2191396652870848,"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."}}