{"id":"W4251086384","doi":"10.1242/jcs.258998","title":"First person – Nicholas Iannantuono","year":2021,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Bridge (graph theory); Selection (genetic algorithm); Abscission; Library science; Genetics; Anatomy; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003843287,0.0009051576,0.0005604022,0.001229408,0.007258378,0.004640099,0.001133364,0.002356866,0.07658688],"category_scores_gemma":[0.01770055,0.0005362651,0.0002431359,0.0006901043,0.002272987,0.004103987,0.003188222,0.006452099,0.0356099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007021802,"about_ca_system_score_gemma":0.008272964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162809,"about_ca_topic_score_gemma":0.026205,"domain_scores_codex":[0.9953413,0.001359348,0.0001339884,0.000900303,0.001741287,0.0005238004],"domain_scores_gemma":[0.9813736,0.002061114,0.0008584355,0.0005842608,0.006412869,0.008709691],"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":[0.00005023348,0.00003138828,0.0004479547,0.00008311449,0.000003503344,0.0004368096,0.005039286,0.00004434205,0.0007760073,0.004152062,0.9685568,0.0203785],"study_design_scores_gemma":[0.000002860617,0.00001064454,0.000216051,0.00008040028,0.00000123258,0.0005053125,0.005641571,0.00003716109,0.0002030564,0.0005144278,0.9927676,0.00001964398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01423534,0.02233362,0.007625619,0.6710389,0.09081947,0.0003248858,0.0009715486,0.001513869,0.1911368],"genre_scores_gemma":[0.08940323,0.006776471,0.005431747,0.1554504,0.004230493,0.0004475273,0.0002386692,0.0009327223,0.7370888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9234131,"threshold_uncertainty_score":0.2562086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009874162050515473,"score_gpt":0.221152902708264,"score_spread":0.2112787406577485,"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."}}