{"id":"W7024602098","doi":"","title":"2021 Second Quarter Laboratory EDD's","year":2021,"lang":"en","type":"article","venue":"Digital Commons - Montana Tech (Montana Tech of the University of Montana)","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Window (computing); Population","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":[0.0001452763,0.0004451038,0.0008081992,0.0002283734,0.0003083907,0.00003525309,0.001007383,0.0002585216,0.0002399959],"category_scores_gemma":[0.00002749103,0.0004572285,0.0005237362,0.00113767,0.0003552946,0.0005640312,0.0003066009,0.0004595769,0.00001561217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574383,"about_ca_system_score_gemma":0.0001291885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002598613,"about_ca_topic_score_gemma":0.01434106,"domain_scores_codex":[0.9979873,0.00004616654,0.0004829277,0.0004302364,0.0005384295,0.0005149742],"domain_scores_gemma":[0.9980348,0.0001036274,0.0001959735,0.001184672,0.0003192869,0.0001616405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001411756,0.004460997,0.1724531,0.003863038,0.01343247,0.01050796,0.0167284,0.004652527,0.2913281,0.009892011,0.4287856,0.04248402],"study_design_scores_gemma":[0.007546528,0.001029962,0.1076091,0.001855659,0.001610352,0.0002092892,0.04035407,0.001505832,0.423074,0.004084234,0.4065944,0.004526543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218362,0.005170424,0.001222091,0.0007329308,0.0005245613,0.0005371086,0.002038696,0.0003786379,0.06755935],"genre_scores_gemma":[0.997628,0.0003003985,0.0003767392,0.00002436693,0.00003257259,0.000001249438,0.00004114943,0.00005250482,0.00154306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1317459,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005346538880269435,"score_gpt":0.152939511196522,"score_spread":0.1475929723162525,"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."}}