{"id":"W3213748970","doi":"","title":"Functional modification of Collagen like peptides for cellular specificity and function","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Function (biology); Chemistry; Posttranslational modification; Cell biology; Computational biology; Biophysics; Biochemistry; Biology; Enzyme","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":[0.0008298841,0.0001406853,0.0001996838,0.0001628082,0.0002914308,0.00006793897,0.0001677459,0.00009004119,0.0006632094],"category_scores_gemma":[0.0001762419,0.000134804,0.00003720697,0.0005198176,0.001354119,0.0006136154,0.00007235986,0.00004954664,0.0001023335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007814169,"about_ca_system_score_gemma":0.0002324513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000238179,"about_ca_topic_score_gemma":0.00000130055,"domain_scores_codex":[0.9984539,0.00009191514,0.0003125117,0.0005559441,0.0003397656,0.0002459546],"domain_scores_gemma":[0.9987953,0.0001516253,0.0003099233,0.0001772481,0.0004398013,0.0001260914],"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":[0.0001104476,0.00006307877,0.007326228,0.00002616445,0.000003663954,7.930694e-7,0.0002330354,0.00008009083,0.9909654,0.001035735,0.00004282158,0.0001125957],"study_design_scores_gemma":[0.0002496368,0.0003895437,0.1808778,0.00001232481,0.00001152377,0.00001962168,0.0002920932,0.001682672,0.8141788,0.001977366,0.000184385,0.0001241954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970772,0.00002459416,0.000680552,0.0001241669,0.000938092,0.0005503198,0.00002484308,0.00003134604,0.0005489474],"genre_scores_gemma":[0.99808,0.000002140885,0.0008929965,0.00007693191,0.00007504519,0.00004738908,0.00002703596,0.000009418885,0.0007890373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767866,"threshold_uncertainty_score":0.7261677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532572767833671,"score_gpt":0.30408193155885,"score_spread":0.2508246547754829,"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."}}