{"id":"W1972547412","doi":"10.1242/jeb.023838","title":"DIFFUSION INFLUENCES CELL DESIGN","year":2009,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diffusion; Physics; Thermodynamics","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":[0.00115714,0.000520395,0.0006911996,0.0004639047,0.001308533,0.003524401,0.001253763,0.001906529,0.01759587],"category_scores_gemma":[0.002888878,0.0005404652,0.0005359854,0.0005116253,0.001890982,0.003095243,0.001602096,0.00190768,0.01012825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865059,"about_ca_system_score_gemma":0.0007994682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348622,"about_ca_topic_score_gemma":0.001894977,"domain_scores_codex":[0.9992597,0.0001900188,0.00003898495,0.000184556,0.0002343822,0.00009232619],"domain_scores_gemma":[0.9989053,0.0003127653,0.00009472554,0.0001713873,0.0003642067,0.000151661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004356413,0.00007117239,0.001588469,0.001138377,0.00007298127,0.0004236279,0.0007693061,0.007836527,0.2095169,0.5247264,0.07051892,0.1829017],"study_design_scores_gemma":[0.0001136683,0.0002928055,0.001283744,0.0002498324,0.0001123695,0.001139179,0.0004659068,0.009544437,0.09241172,0.1381733,0.7560943,0.0001186729],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07349987,0.05729498,0.5438976,0.05630781,0.01513844,0.0003335645,0.001331954,0.003169426,0.2490263],"genre_scores_gemma":[0.7191878,0.02586651,0.1275777,0.01135247,0.001787831,0.0005122404,0.000812029,0.001850105,0.1110533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01759587,"threshold_uncertainty_score":0.058864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000446560715022,"score_gpt":0.2660663257282674,"score_spread":0.2560618601211171,"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."}}