{"id":"W4404623862","doi":"10.37119/ojs2024.v29i2.798","title":"Author Biographies for Spring/Summer Issue","year":2024,"lang":"en","type":"article","venue":"in education","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Spring (device); History; Meteorology; Geography; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001581442,0.000637711,0.0008189432,0.003363387,0.002140393,0.00354087,0.001029052,0.002745978,0.3737312],"category_scores_gemma":[0.006740193,0.000338191,0.000499387,0.002364803,0.0003577998,0.002526757,0.001425872,0.002855836,0.1563815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950492,"about_ca_system_score_gemma":0.002963447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022221,"about_ca_topic_score_gemma":0.02880843,"domain_scores_codex":[0.9991518,0.00008089293,0.0000525236,0.0001323888,0.0004840446,0.00009827779],"domain_scores_gemma":[0.9931601,0.00101915,0.0002019422,0.0003201813,0.004583692,0.0007148474],"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":[0.00001245444,0.00001494643,0.0001094828,0.00004042813,0.000001738486,0.00002376144,0.00003625724,0.00001793683,0.00007905584,0.0008989485,0.9770803,0.02168458],"study_design_scores_gemma":[0.000004946236,0.000007461703,0.0002541323,0.00007798294,0.000004587649,0.00003342939,0.00008899631,0.000060783,0.0001066657,0.0003622371,0.9989955,0.0000032434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001192276,0.01199594,0.002860083,0.1039257,0.2721885,0.0002311394,0.00346287,0.0006215613,0.6035219],"genre_scores_gemma":[0.002944133,0.002669582,0.000393063,0.003849875,0.01025114,0.00004537049,0.0004804093,0.0001988223,0.9791676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6262689,"threshold_uncertainty_score":0.8932965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937188156019146,"score_gpt":0.3506030109542964,"score_spread":0.311231129394105,"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."}}