{"id":"W6959046611","doi":"10.6084/m9.figshare.28184906.v1","title":"Poster for 25th Annual Alberta Biomedical Engineering Conference","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calibration; Training (meteorology); Medical imaging; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001467991,0.001558076,0.0006536047,0.001336827,0.0009945466,0.003160258,0.001019178,0.001426834,0.48629],"category_scores_gemma":[0.001271675,0.0002274477,0.0006290109,0.000621843,0.0003899154,0.0008968487,0.001603775,0.001743398,0.3324363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108001,"about_ca_system_score_gemma":0.001977115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004549686,"about_ca_topic_score_gemma":0.01686044,"domain_scores_codex":[0.9994809,0.00004797711,0.000021569,0.00009692474,0.0002734473,0.00007918406],"domain_scores_gemma":[0.9985071,0.00008417859,0.0000194688,0.0000806286,0.0008981139,0.0004104229],"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":[0.0002143919,0.0001241474,0.0002913558,0.0001325907,0.00001568233,0.0001647846,0.0000482711,0.0003281624,0.003512038,0.001338478,0.8105829,0.183247],"study_design_scores_gemma":[0.00003349895,0.0001413078,0.001746291,0.0001102707,0.00001420309,0.0001689878,0.00007949018,0.0006687207,0.001149296,0.001438753,0.9944323,0.00001684736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007024352,0.01013819,0.02074338,0.01604891,0.09385017,0.0004986049,0.004236881,0.002614854,0.8448446],"genre_scores_gemma":[0.006230224,0.002168532,0.002816702,0.0006530205,0.003061958,0.00005642436,0.001705723,0.000354723,0.9829527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9954503,"threshold_uncertainty_score":0.7327449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886992274329951,"score_gpt":0.209006917736952,"score_spread":0.1801369949936525,"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."}}