{"id":"W4392116204","doi":"10.15173/m.v1i43.3478","title":"MeduGallery","year":2023,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005736907,0.0006835034,0.0004544019,0.001724608,0.005904995,0.004494205,0.0008888918,0.002515106,0.5647398],"category_scores_gemma":[0.002834515,0.0004003173,0.0005995119,0.0006731023,0.0009656837,0.001625017,0.002984488,0.003463809,0.3238126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702462,"about_ca_system_score_gemma":0.003041891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216421,"about_ca_topic_score_gemma":0.04702383,"domain_scores_codex":[0.9990839,0.00008645457,0.00002210015,0.0001189904,0.0004349787,0.0002535808],"domain_scores_gemma":[0.9991892,0.0001010233,0.00003294354,0.00008926621,0.0003341454,0.0002534544],"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":[0.00002963072,0.00003110723,0.000277233,0.0000350361,0.000002399286,0.0001126718,0.0001152828,0.00001549008,0.0002374232,0.01282638,0.9377096,0.04860788],"study_design_scores_gemma":[0.000003567705,0.000009488781,0.0003783677,0.00002552087,0.000001491764,0.0000782467,0.0001006383,0.00001592807,0.00007190688,0.0004498391,0.9988618,0.000003276994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007420878,0.000684806,0.0001664113,0.00387305,0.001934909,0.00003497961,0.0002500389,0.0003059511,0.9920077],"genre_scores_gemma":[0.002280575,0.0001901532,0.00006581442,0.001227594,0.0002649623,0.000008721244,0.00009572299,0.00005463971,0.9958118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4352602,"threshold_uncertainty_score":0.6208459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04344758771263144,"score_gpt":0.3138771888904756,"score_spread":0.2704296011778442,"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."}}