{"id":"W6929515241","doi":"10.5061/dryad.s1rn8pk9q","title":"Data for: Occupancy–detection models with museum specimen data: Promise and pitfalls","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Nucleofection; TSG101; Proteogenomics; Gestational period; Hyporeflexia; Articular cartilage damage","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":[],"consensus_categories":[],"category_scores_codex":[0.007684545,0.00139817,0.001499871,0.002350874,0.0008909251,0.002646044,0.005202703,0.003021867,0.01944776],"category_scores_gemma":[0.03318854,0.001046303,0.002027735,0.005626214,0.0007634775,0.002499627,0.002564797,0.003057958,0.01903345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953912,"about_ca_system_score_gemma":0.001814459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02547645,"about_ca_topic_score_gemma":0.05662603,"domain_scores_codex":[0.9961111,0.001523386,0.0005447476,0.0009233467,0.0006726619,0.0002246784],"domain_scores_gemma":[0.9870636,0.005444892,0.001423085,0.004285533,0.001287219,0.0004956396],"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":[0.000424525,0.0001469343,0.02078322,0.001958608,0.0004602962,0.0001663806,0.0001412452,0.007046345,0.0003769583,0.005334908,0.9435183,0.01964226],"study_design_scores_gemma":[0.0009367021,0.00006383925,0.03256152,0.00103613,0.0001238163,0.0003176651,0.0003008015,0.009923232,0.0007327049,0.01871676,0.9351514,0.0001355485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003484442,0.000476128,0.004013317,0.001270981,0.0001594348,0.00008716207,0.9879528,0.001080389,0.001475401],"genre_scores_gemma":[0.007069823,0.0001516107,0.008650455,0.0003337401,0.00003959968,0.0003547593,0.9823982,0.0002227804,0.000779075],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02547645,"threshold_uncertainty_score":0.0650593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733514902948496,"score_gpt":0.2652398723325154,"score_spread":0.1918883820376658,"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."}}