{"id":"W7065984107","doi":"","title":"Embury Elgin Lantern (3)","year":2021,"lang":"en","type":"article","venue":"ScholarWorks - MoreheadState (Morehead State University)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lantern; Product (mathematics); Manufacturing; KISS (TNC)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003206348,0.0003355154,0.0003969503,0.0001521112,0.0006734889,0.00007221018,0.0007669719,0.0002306471,0.01072944],"category_scores_gemma":[0.00005135945,0.0003856033,0.0001843328,0.001054042,0.0005096929,0.0006989359,0.0009674985,0.001160639,0.002122691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130491,"about_ca_system_score_gemma":0.00008464129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282754,"about_ca_topic_score_gemma":0.002974865,"domain_scores_codex":[0.9972649,0.0007486722,0.0002805713,0.0006737241,0.0002249703,0.0008071229],"domain_scores_gemma":[0.9985968,0.0001610227,0.0001347279,0.0007403017,0.00006057196,0.0003065187],"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":[0.002670507,0.003359499,0.3234705,0.0002129683,0.0009728046,0.01767375,0.01003775,0.01996663,0.3504559,0.008684986,0.2047715,0.05772324],"study_design_scores_gemma":[0.002235499,0.000254436,0.07482036,0.00007039533,0.00008856698,0.0001632323,0.001481969,0.0003952567,0.00684896,0.003410142,0.9091326,0.001098596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384919,0.000101268,0.001004105,0.0006636081,0.0003675885,0.0001916866,0.00008523274,0.000171248,0.05892333],"genre_scores_gemma":[0.9556038,0.0004398141,0.001406266,0.001052856,0.00004953734,0.000001606278,0.0003386187,0.00004854661,0.04105893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7043611,"threshold_uncertainty_score":0.9998596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006322422663045533,"score_gpt":0.1853845036531814,"score_spread":0.1790620809901359,"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."}}