{"id":"W7006084436","doi":"","title":"State Library of Iowa District News: Southeast District Newsletter: Friday Open Forums, January 5, 2022","year":2022,"lang":"en","type":"other","venue":"Iowa Publications Online (State Library of Iowa)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mistake; State (computer science); Join (topology); Quarter (Canadian coin)","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":[0.0004931147,0.001020982,0.000487631,0.001124445,0.002234868,0.005297514,0.0006405318,0.001893436,0.7871664],"category_scores_gemma":[0.001462049,0.0005397126,0.0003640063,0.00124653,0.0004252371,0.001658033,0.001686913,0.001822066,0.7022101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238658,"about_ca_system_score_gemma":0.001997824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251819,"about_ca_topic_score_gemma":0.05459643,"domain_scores_codex":[0.9997038,0.00002443707,0.00001486338,0.00004891413,0.0001557115,0.00005211363],"domain_scores_gemma":[0.9986497,0.0001029119,0.00004337139,0.00008975266,0.0005734516,0.0005408851],"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":[0.00001965081,0.00002595092,0.0001113526,0.00003002214,9.022585e-7,0.00002839903,0.00001527366,0.000009250022,0.0001830027,0.0001582141,0.9884503,0.01096754],"study_design_scores_gemma":[0.000007925791,0.00001139141,0.000693802,0.0000329739,0.000001560508,0.00001971667,0.00007752494,0.00003369703,0.000136775,0.00006625079,0.998913,0.000005428258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009413278,0.0005953018,0.0004744386,0.003615672,0.003979978,0.0001502556,0.007583774,0.002541112,0.980118],"genre_scores_gemma":[0.000721711,0.0002118402,0.0001442377,0.0003929408,0.0001842632,0.00003333114,0.001385609,0.0002805544,0.9966455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7871664,"threshold_uncertainty_score":0.3035814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925872522656389,"score_gpt":0.2550368325887071,"score_spread":0.2457781073621432,"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."}}