{"id":"W3162267318","doi":"10.1242/jcs.244194","title":"First person – Jiarui Bi","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Periodontal disease; First generation; Selection (genetic algorithm); Inflammation; Library science; Immunology; Internal medicine; Sociology; Demography","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":[0.003259235,0.000758601,0.0006991729,0.001098542,0.005772012,0.004621992,0.0006728849,0.001633683,0.2903755],"category_scores_gemma":[0.01463671,0.0004972779,0.000235808,0.001028175,0.0009292162,0.003050315,0.002757017,0.004192926,0.1452893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424771,"about_ca_system_score_gemma":0.00456497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868919,"about_ca_topic_score_gemma":0.004397786,"domain_scores_codex":[0.9955691,0.001620052,0.0002337625,0.0008015145,0.001221008,0.0005545561],"domain_scores_gemma":[0.9848375,0.001403845,0.0006714691,0.0009482779,0.004953443,0.007185502],"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":[0.00009481659,0.0001154742,0.001052612,0.0001816272,0.000005709443,0.0003789298,0.006753746,0.00002200461,0.001612316,0.003614257,0.9163101,0.06985842],"study_design_scores_gemma":[0.000004137375,0.00001624472,0.0005402536,0.00005338938,0.000001042833,0.0001996471,0.002389802,0.00003283658,0.0001483944,0.0002314107,0.9963709,0.00001199011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03368783,0.0137647,0.01671164,0.1706326,0.05934748,0.001321291,0.004533967,0.004396492,0.695604],"genre_scores_gemma":[0.07335258,0.002138634,0.005377194,0.03430966,0.002307833,0.001207252,0.0006196447,0.001216797,0.8794704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2903755,"threshold_uncertainty_score":0.9714029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211733707835764,"score_gpt":0.301117390629109,"score_spread":0.2590000535507514,"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."}}