{"id":"W7070744273","doi":"","title":"Price Lab & NU High Newsletter, v16n5, March 2005","year":2005,"lang":"en","type":"article","venue":"UNI ScholarWorks (University of Northern 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":"Yearbook; Rope; Spring (device); State (computer science); Loudspeaker","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002826876,0.0001962931,0.0002350904,0.0001674582,0.0001918294,0.00003355772,0.0006902785,0.0002698855,0.0004988972],"category_scores_gemma":[0.00004125873,0.0002459111,0.0002066035,0.0002749751,0.0001652814,0.00003943398,0.0003715999,0.0003314377,0.0001201534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006524755,"about_ca_system_score_gemma":0.00006776457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004749022,"about_ca_topic_score_gemma":0.006868104,"domain_scores_codex":[0.9986773,0.0001122272,0.0001607855,0.0004574693,0.0002470049,0.0003452347],"domain_scores_gemma":[0.9986481,0.00001599792,0.00016849,0.00081002,0.0002169979,0.0001404127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004183635,0.0008820352,0.0435138,0.00005157236,0.0008298474,0.00007196631,0.0006440098,0.001354455,0.7246611,0.0001506252,0.1442289,0.08319332],"study_design_scores_gemma":[0.0008545362,0.00008525209,0.009173508,0.0000288069,0.0001195208,0.00001287631,0.000206023,0.00009695364,0.02686306,0.00004469437,0.9620703,0.0004444321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671608,0.0006343309,0.02575471,0.002174086,0.00002166629,0.0001811294,0.00001635757,0.00006699856,0.003989936],"genre_scores_gemma":[0.9517663,0.0005798755,0.02432025,0.0006511243,0.0002718079,6.14205e-7,0.0003532012,0.00004190812,0.02201492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8178414,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006435787992006536,"score_gpt":0.2102245020648641,"score_spread":0.2037887140728576,"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."}}