{"id":"W4390608474","doi":"10.1242/jeb.247220","title":"The continuing evolution of JEB","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing education; Medicine; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04321088,0.0005198358,0.001015589,0.003589522,0.02177296,0.02546214,0.002744989,0.01120229,0.02031937],"category_scores_gemma":[0.06849118,0.0008140036,0.0006022086,0.003428494,0.02999691,0.02184226,0.01628838,0.01714865,0.006232372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009559824,"about_ca_system_score_gemma":0.01044206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006985473,"about_ca_topic_score_gemma":0.01021542,"domain_scores_codex":[0.9748393,0.009867894,0.001184989,0.003343688,0.007740307,0.003023856],"domain_scores_gemma":[0.9241887,0.02606466,0.003441444,0.005820513,0.01706585,0.02341878],"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":[0.0001503058,0.0001110173,0.003143312,0.0005244047,0.00002977663,0.0008779216,0.06113312,0.00007473105,0.002227598,0.3774379,0.4761825,0.07810743],"study_design_scores_gemma":[0.000003866404,0.0000160548,0.0009982743,0.0001842277,0.000001947425,0.0002045945,0.009046787,0.00003472507,0.0001083531,0.008822571,0.9805503,0.00002831449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01828832,0.0364759,0.002783364,0.8395253,0.02563375,0.00002991778,0.0001364697,0.0002215652,0.07690541],"genre_scores_gemma":[0.3770632,0.0273377,0.007783122,0.4286041,0.02943893,0.0002293698,0.0002818223,0.001578278,0.1276836],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04321088,"threshold_uncertainty_score":0.2285237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253302360020231,"score_gpt":0.2531854664299513,"score_spread":0.244932164069931,"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."}}