{"id":"W4403274909","doi":"10.1002/slct.202402861","title":"Characterization of Simulated Cytoplasmic Fluids","year":2024,"lang":"en","type":"article","venue":"ChemistrySelect","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Characterization (materials science); Cytoplasm; Chemistry; Materials science; Nanotechnology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003157523,0.0004363498,0.0003531585,0.0003570232,0.0003154002,0.0003832348,0.0003445955,0.0003928354,0.0007846203],"category_scores_gemma":[0.001219207,0.0001174255,0.0002198091,0.0003186329,0.0003759688,0.0003569941,0.0003925794,0.0004751398,0.0002265048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327279,"about_ca_system_score_gemma":0.0003473458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007587484,"about_ca_topic_score_gemma":0.0002932117,"domain_scores_codex":[0.9997664,0.00004631095,0.00001566129,0.00004594582,0.0000861333,0.00003960113],"domain_scores_gemma":[0.9995878,0.00012742,0.00006015343,0.00003521776,0.0001292085,0.00006021249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001834221,0.00005384414,0.001441083,0.0001267606,0.00002162019,0.0002397117,0.0001550178,0.02356082,0.968124,0.001450719,0.0001664863,0.004476566],"study_design_scores_gemma":[0.00002025741,0.0003136251,0.001011933,0.00002449731,0.00001757405,0.0001291339,0.0001043588,0.08029928,0.9142537,0.0004188223,0.003381446,0.00002550142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620339,0.0003922988,0.03519065,0.00008096787,0.00003704177,0.00007302237,0.000469776,0.0002335742,0.00148869],"genre_scores_gemma":[0.9886595,0.0003262668,0.009209959,0.00004502479,0.000009368623,0.0001126738,0.0006485546,0.00006802166,0.0009205766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007846203,"threshold_uncertainty_score":0.00262475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00355982651141268,"score_gpt":0.2217289550010198,"score_spread":0.2181691284896071,"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."}}