{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008915587,0.001171635,0.001207508,0.001680463,0.0133569,0.009148799,0.002163032,0.004976276,0.04729225],"category_scores_gemma":[0.05052323,0.0009567956,0.0005415796,0.000907273,0.006953048,0.007475425,0.008128195,0.01567022,0.02394656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00793436,"about_ca_system_score_gemma":0.01326648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304127,"about_ca_topic_score_gemma":0.01299871,"domain_scores_codex":[0.9821042,0.007200493,0.0004911893,0.003116791,0.005145212,0.001942112],"domain_scores_gemma":[0.9470366,0.006751957,0.002234205,0.002399283,0.01800806,0.02356987],"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":[0.00004058802,0.00006470676,0.0004438138,0.00009123862,0.000008507047,0.0009081408,0.01542774,0.00003572008,0.0006725503,0.003229005,0.9643359,0.01474216],"study_design_scores_gemma":[0.00001020628,0.00002992544,0.0004320685,0.0001839863,0.000002803846,0.001445589,0.02402703,0.00006913688,0.0002247934,0.001438302,0.9720889,0.00004729799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01114903,0.01134222,0.005869045,0.8670774,0.04346902,0.0003439955,0.000422651,0.001226643,0.05910008],"genre_scores_gemma":[0.155461,0.005038091,0.006842706,0.5566983,0.006673676,0.0009994112,0.0002126267,0.001235272,0.266839],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04729225,"threshold_uncertainty_score":0.1582084,"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."}}