{"id":"W1976119585","doi":"10.1007/s12668-011-0008-3","title":"Structure, Scaling, and Performance of Natural Micro- and Nanocomposites","year":2011,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Faculty of Engineering, McGill University","keywords":"Materials science; Toughness; Composite material; Stiffness; Micromechanics; Scaling; Bridging (networking); Toughening; Modulus; Nanocomposite; Microstructure; Fracture toughness; Computer science; Composite number; Geometry","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":[0.0001311757,0.0001427888,0.00009381404,0.0001579204,0.0001271446,0.0002606035,0.0001708187,0.0001238566,0.0006298624],"category_scores_gemma":[0.0003148525,0.0001454655,0.00009423993,0.00009057271,0.0001769073,0.0001886443,0.00009674927,0.0002130041,0.000121756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295078,"about_ca_system_score_gemma":0.000166473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008841841,"about_ca_topic_score_gemma":0.002257375,"domain_scores_codex":[0.9998957,0.000007664604,0.000008197582,0.00002641724,0.0000443563,0.00001765563],"domain_scores_gemma":[0.9998486,0.00005087049,0.00003135128,0.00001331529,0.00003473926,0.00002116827],"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":[0.00004212982,0.00002170685,0.0001274718,0.00002092209,0.000002041964,0.000008640122,0.00002643608,0.0002437505,0.9980413,0.0001002507,0.00003885348,0.001326584],"study_design_scores_gemma":[0.000004516666,0.00008220614,0.001239721,0.000001364014,0.00000414414,0.00001473022,0.00001020998,0.001793941,0.9962752,0.00001959746,0.0005510975,0.000003248179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975367,0.0004414714,0.0005628765,0.00001928405,0.000008712654,0.000007148376,0.0000587652,0.00003329629,0.00133172],"genre_scores_gemma":[0.9979264,0.0001489563,0.0008187904,0.000006424954,0.000003619,0.000009339948,0.00005985157,0.00001619345,0.001010464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008841841,"threshold_uncertainty_score":0.002390742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343740257665107,"score_gpt":0.2055872106779834,"score_spread":0.1921498081013323,"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."}}