{"id":"W2094366694","doi":"10.1016/j.biomaterials.2011.09.039","title":"Silk fibroin derived polypeptide-induced biomineralization of collagen","year":2011,"lang":"en","type":"article","venue":"Biomaterials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Fibroin; Biomineralization; Simulated body fluid; Mineralization (soil science); Apatite; Self-healing hydrogels; Materials science; Hydroxylapatite; Amorphous calcium phosphate; Chemical engineering; Biophysics; Calcium; Chemistry; Polymer chemistry; SILK; Mineralogy; Biochemistry; Composite material; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001702419,0.0002130169,0.0003717686,0.0001514789,0.00002074136,0.00002742127,0.000172914,0.0001382604,0.0008857704],"category_scores_gemma":[0.00003256943,0.0002180621,0.00004597588,0.00018513,0.00002684249,0.0001313454,0.00003809746,0.000004401798,0.0001287976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003271049,"about_ca_system_score_gemma":0.00001243515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393278,"about_ca_topic_score_gemma":0.000003868278,"domain_scores_codex":[0.9989296,0.00004207544,0.0005054632,0.0001559225,0.0001156173,0.0002513736],"domain_scores_gemma":[0.9994795,0.00001432427,0.0000856415,0.0003096487,0.00004099803,0.00006989689],"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":[0.00002021109,0.00001536417,0.00003481374,0.0001727954,0.00004441335,0.000004949843,0.0004014592,0.00007216846,0.9985098,0.0001743803,0.0004355855,0.0001140631],"study_design_scores_gemma":[0.0002617904,0.00005223399,0.004795667,0.00005057306,0.00001957723,0.000007330415,0.00001518363,0.0001648046,0.9941132,0.00006894243,0.0002182955,0.0002324001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957308,0.00008669269,0.0008787126,0.000004411987,0.001494554,0.000257181,0.00005998494,0.0006005367,0.0008870884],"genre_scores_gemma":[0.9954504,0.00001412093,0.004228861,0.000004441544,0.0001139997,0.00002705213,0.0000301038,0.00007555259,0.00005546066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004760853,"threshold_uncertainty_score":0.9698564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174873248105207,"score_gpt":0.2132529847451702,"score_spread":0.1815042522641181,"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."}}