{"id":"W4255102494","doi":"10.1242/jcs.258004","title":"First person – Patricia Joyce Brooks","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Biology; Art history; History; 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":[0.0004331659,0.00007922069,0.0001074878,0.00006392423,0.0001453493,0.00006290662,0.0006393664,0.00004671725,0.0000337877],"category_scores_gemma":[0.0002177035,0.00006196542,0.00008490634,0.0003330781,0.0002122813,0.000013288,0.00009758188,0.0001622771,0.00001479181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176509,"about_ca_system_score_gemma":0.0004122823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009648436,"about_ca_topic_score_gemma":0.000005634478,"domain_scores_codex":[0.9988674,0.00002139483,0.0001716744,0.0001863073,0.0004901532,0.0002630592],"domain_scores_gemma":[0.9991675,0.000008656862,0.0001358278,0.0001301377,0.0002536353,0.0003042413],"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":[0.00007715572,0.00002777719,0.0005455082,0.00001587667,0.000004016994,0.00002627454,0.0001479465,0.0001309657,0.9937974,0.000008693885,0.003616779,0.001601591],"study_design_scores_gemma":[0.0005485772,0.001275769,0.00171961,0.00001181828,0.000007461674,0.00006097481,0.0002175068,0.0006986765,0.9206332,0.00001387323,0.07468212,0.0001303934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855251,0.0008940388,0.002753388,0.002519939,0.0001405858,0.00009152416,0.000003811694,0.000002941814,0.008068614],"genre_scores_gemma":[0.9971314,0.0001657235,0.001543352,0.0004188077,0.0003472209,7.979211e-7,3.764791e-7,0.000006331754,0.0003859802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07316419,"threshold_uncertainty_score":0.2526876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095814089925404,"score_gpt":0.2570069397276881,"score_spread":0.2360487988284341,"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."}}