{"id":"W4394752911","doi":"10.1242/jcs.262136","title":"First person – Maria Sharkova","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","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006142844,0.001108554,0.001093688,0.001486995,0.007360402,0.007661425,0.001373255,0.003252086,0.1398878],"category_scores_gemma":[0.04500291,0.0006574463,0.0004624797,0.0006491338,0.002802495,0.005221569,0.006085054,0.008487414,0.09492175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004563384,"about_ca_system_score_gemma":0.006519046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098295,"about_ca_topic_score_gemma":0.002329423,"domain_scores_codex":[0.9890974,0.004042848,0.0004595114,0.001997781,0.003482866,0.0009197055],"domain_scores_gemma":[0.9635681,0.004637518,0.002449681,0.002129221,0.01324031,0.01397528],"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":[0.00006043267,0.00004776143,0.0003974644,0.0001483084,0.000007407385,0.0004600884,0.006810767,0.00003558208,0.0009802515,0.00536199,0.9653102,0.02037974],"study_design_scores_gemma":[0.00000481284,0.00001167268,0.0002177027,0.0001363687,0.000001480438,0.0004133738,0.004638899,0.00004390572,0.000179015,0.0008872741,0.9934465,0.0000189458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01476714,0.01735231,0.01211098,0.5972056,0.1511985,0.0006320736,0.002228137,0.002866938,0.2016385],"genre_scores_gemma":[0.1240824,0.004144805,0.0048571,0.2021928,0.01486724,0.001282951,0.0004270844,0.002245273,0.6459003],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1398878,"threshold_uncertainty_score":0.4679713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007510450235312352,"score_gpt":0.2339675404792362,"score_spread":0.2264570902439239,"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."}}