{"id":"W6930042079","doi":"10.5281/zenodo.10005368","title":"PMEAL/beatmap: v0.2.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"CLARITY; Minor (academic); Function (biology); Term (time)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017292,0.00397221,0.002122604,0.003418174,0.0009707439,0.004731698,0.005282226,0.002012688,0.4751087],"category_scores_gemma":[0.008595861,0.002933608,0.002353081,0.002386768,0.0006373452,0.004479589,0.003958284,0.00375011,0.3912933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066277,"about_ca_system_score_gemma":0.001361193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685012,"about_ca_topic_score_gemma":0.003595493,"domain_scores_codex":[0.9989979,0.00008975751,0.00008206879,0.0002440868,0.0004296921,0.0001565811],"domain_scores_gemma":[0.9978718,0.0006042365,0.0000947789,0.0005671963,0.0006386332,0.0002233474],"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":[0.0002082023,0.00003157554,0.0004190196,0.000517801,0.00004616978,0.00007201038,0.00007928457,0.000461586,0.001627846,0.00106508,0.9708882,0.02458321],"study_design_scores_gemma":[0.0003194742,0.00005162601,0.002499356,0.000302325,0.00006079864,0.0003804067,0.00007075604,0.008435704,0.02087301,0.009063474,0.9577311,0.0002119759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005626149,0.0001419333,0.04227496,0.0001790913,0.0002998642,0.0001126077,0.09123025,0.8548055,0.01039315],"genre_scores_gemma":[0.005529069,0.0001796221,0.03580377,0.0004126534,0.0001198746,0.0004872894,0.1168687,0.8236023,0.01699664],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4751087,"threshold_uncertainty_score":0.7486938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753326696599035,"score_gpt":0.2733458338174423,"score_spread":0.09801316415753875,"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."}}