{"id":"W4404286306","doi":"10.1242/jcs.263623","title":"First person – Brittany Carr","year":2024,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Carr; Ecology","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":[0.0003681413,0.00004958265,0.0000509882,0.00006466549,0.00007121279,0.00008367049,0.0002258036,0.00002554291,0.00002547561],"category_scores_gemma":[0.0000426315,0.00003795783,0.00005843828,0.0001868291,0.0001199705,0.00001102608,0.00002736207,0.00005977158,0.00001148651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001488492,"about_ca_system_score_gemma":0.0002824448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002308277,"about_ca_topic_score_gemma":0.000003438163,"domain_scores_codex":[0.9994211,0.000005782715,0.0001040558,0.0001113624,0.00022858,0.0001290913],"domain_scores_gemma":[0.9997364,0.000005498919,0.0000421402,0.00006060509,0.00008153491,0.00007386213],"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":[0.0000154485,0.0000145196,0.001023362,0.00002359694,0.000005321922,0.00002721891,0.0001947221,0.0000368631,0.9867147,0.00004911039,0.01025432,0.001640778],"study_design_scores_gemma":[0.0002729163,0.0004499005,0.008973643,0.00009042727,0.00001695175,0.0002396624,0.0005834444,0.0003374814,0.5723975,0.0001482511,0.4162771,0.0002127865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762371,0.003502632,0.0006823271,0.0006495299,0.000554037,0.00002474731,4.950859e-7,0.000002796631,0.0183463],"genre_scores_gemma":[0.9967083,0.0003808962,0.00084078,0.00007072563,0.0001276805,2.574363e-7,3.130258e-7,0.000003752185,0.001867274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143173,"threshold_uncertainty_score":0.1547876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006328208404277921,"score_gpt":0.2327598258302067,"score_spread":0.2264316174259288,"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."}}