{"id":"W4406243224","doi":"10.1242/jcs.263784","title":"First person – Heather Baker","year":2025,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":[0.00079383,0.00004980649,0.00006971137,0.0001081949,0.0001256831,0.00004143727,0.0004126355,0.00004120692,0.00004910819],"category_scores_gemma":[0.0001835074,0.00003782452,0.0000546476,0.0002874194,0.000188951,0.000007554878,0.00007638586,0.0001077145,0.00000830215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003473233,"about_ca_system_score_gemma":0.000534701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005608775,"about_ca_topic_score_gemma":0.000005730271,"domain_scores_codex":[0.9992378,0.00002143489,0.0001209988,0.0001234447,0.0002995691,0.0001967756],"domain_scores_gemma":[0.9994668,0.000008848753,0.00004438886,0.0001621797,0.0002252649,0.000092498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002206066,0.00003145621,0.0006349637,0.000008996511,0.000003435897,0.000005222775,0.00003354592,0.00004468946,0.9950591,0.00002742842,0.003135363,0.0009937185],"study_design_scores_gemma":[0.0002195855,0.0001964737,0.001990756,0.00002088445,0.000002665718,0.00001742987,0.00007673827,0.0001187838,0.8954326,0.00002780017,0.1018508,0.00004550004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659265,0.0007076887,0.002621621,0.001508793,0.0001762799,0.00006937942,5.559983e-7,0.000001373777,0.02898785],"genre_scores_gemma":[0.9922462,0.00008292124,0.001312037,0.0001730066,0.00008855192,0.00000100135,1.073113e-7,0.000003119164,0.006093111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09962654,"threshold_uncertainty_score":0.1542439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244774743100391,"score_gpt":0.2957760551950254,"score_spread":0.2833283077640215,"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."}}