{"id":"W3131864128","doi":"10.1007/s12192-021-01195-4","title":"Larry Hightower, our colleague, mentor, traveling companion, and friend","year":2021,"lang":"en","type":"letter","venue":"Cell Stress and Chaperones","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Biology; Computer science; Computational biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000504294,0.0003513578,0.0003728248,0.00003462104,0.0001950316,0.0001163292,0.0001486897,0.0006532589,0.00004804252],"category_scores_gemma":[0.000005832484,0.0003239278,0.00008029172,0.00003889335,0.00006742129,0.000004300183,0.0001869047,0.0003779957,0.000003598943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006408665,"about_ca_system_score_gemma":0.00005212716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000603764,"about_ca_topic_score_gemma":0.00009963646,"domain_scores_codex":[0.9985394,0.00005553455,0.0002353345,0.0006504343,0.0001673342,0.0003519121],"domain_scores_gemma":[0.9994113,0.00001043188,0.0001034324,0.0002969892,0.00007201348,0.0001058541],"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":[0.00002563817,0.00009775447,0.001016182,0.0008068815,0.0002119991,0.0002609372,0.0003370866,0.000002360075,0.05910691,0.00002365865,0.9372962,0.0008144607],"study_design_scores_gemma":[0.0006443554,0.000117681,0.0004086411,0.000113793,0.00009197554,0.00002322668,0.0007067842,0.000007914633,0.0310188,0.000009942693,0.9663742,0.0004827244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788327,0.1217554,0.0001231321,0.09237438,0.001592919,0.0005922181,0.0009249265,0.00004923175,0.003755119],"genre_scores_gemma":[0.7965156,0.03995376,0.0005054332,0.1069696,0.00988455,0.00009287542,0.006836799,0.0002093365,0.03903199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08180165,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166917896070987,"score_gpt":0.2221808962798156,"score_spread":0.2105117173191057,"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."}}