{"id":"W4230604307","doi":"10.1242/bio.039610","title":"First person – Lata Adnani","year":2018,"lang":"en","type":"article","venue":"Biology Open","topic":"Kruppel-like factors research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Biology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002370992,0.0001233567,0.0001351033,0.00003202106,0.000166079,0.00004501437,0.0009641456,0.0002363324,0.0006870232],"category_scores_gemma":[0.0001630315,0.0001039937,0.00004464498,0.00007543589,0.0003064625,0.000004508871,0.000784514,0.00008351821,0.0005989903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001403595,"about_ca_system_score_gemma":0.0001158349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004501792,"about_ca_topic_score_gemma":0.0007985246,"domain_scores_codex":[0.998971,0.0000826287,0.0001037746,0.0004385452,0.00005434961,0.0003496289],"domain_scores_gemma":[0.9992259,0.00001320064,0.00003860433,0.0005247815,0.0001032244,0.00009431355],"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":[0.0003409317,0.0001052463,0.1179979,0.00001190429,0.0001331675,0.000005480116,0.0001128036,4.252128e-7,0.725493,0.0009013886,0.1505692,0.004328565],"study_design_scores_gemma":[0.0005407642,0.0009613943,0.02115033,0.000006734088,0.000005153873,0.00001293964,0.00006646896,0.00001815303,0.1189934,0.00007204313,0.8579745,0.0001981306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640088,0.0002902292,0.0002354011,0.001269365,0.000361066,0.0004600219,0.00007975315,0.00001659012,0.03327879],"genre_scores_gemma":[0.9892789,0.00005677693,0.0006247133,0.0004595984,0.0005339201,0.00003203678,0.0002241971,0.00002028235,0.008769552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7074053,"threshold_uncertainty_score":0.7699009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853433939718979,"score_gpt":0.3639082476003709,"score_spread":0.3053739082031812,"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."}}