{"id":"W4220653219","doi":"10.1126/science.abo2360","title":"The modular cell gets connected","year":2022,"lang":"en","type":"letter","venue":"Science","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Modular design; Computational biology; Cell; Cell biology; Computer science; Biology; Chemistry; Nanotechnology; Genetics; Materials science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005221032,0.0006289216,0.0007649747,0.0009544597,0.002330486,0.004800645,0.001288207,0.009345214,0.007999096],"category_scores_gemma":[0.0149999,0.0005657314,0.0009024862,0.0005822756,0.01270484,0.01221873,0.004561294,0.01567755,0.006460703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694493,"about_ca_system_score_gemma":0.001376072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000928732,"about_ca_topic_score_gemma":0.001646294,"domain_scores_codex":[0.9978757,0.0007060732,0.00007260356,0.0005075552,0.0006657711,0.000172306],"domain_scores_gemma":[0.9903405,0.005641662,0.000348811,0.001782112,0.0008296883,0.0010572],"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":[0.0002363976,0.00003123239,0.00121802,0.0001851792,0.0001230574,0.001196963,0.0006744966,0.001217207,0.003194781,0.3287722,0.5625131,0.1006375],"study_design_scores_gemma":[0.00007605152,0.00004602239,0.0005692404,0.00009087985,0.00002883113,0.0007074579,0.000284569,0.001727155,0.0009896138,0.4514888,0.5439525,0.00003882406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004600944,0.006455002,0.02047468,0.9325953,0.0211201,0.00002358458,0.0001372579,0.0006458109,0.01394737],"genre_scores_gemma":[0.1660052,0.01231267,0.01933506,0.7250927,0.04757633,0.0001975713,0.0001890093,0.000578613,0.02871285],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009345214,"threshold_uncertainty_score":0.02761185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005857023648455567,"score_gpt":0.2049579779729489,"score_spread":0.1991009543244933,"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."}}