{"id":"W2221173327","doi":"10.1186/s12896-015-0228-7","title":"Development and characterization of a eukaryotic expression system for human type II procollagen","year":2015,"lang":"en","type":"article","venue":"BMC Biotechnology","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovative Medicines Canada; University of British Columbia; Memorial University of Newfoundland; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Canada Foundation for Innovation","keywords":"Procollagen peptidase; Biology; Circular dichroism; Biophysics; Biochemistry; Fibril; Recombinant DNA; Cell biology; Molecular biology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002107996,0.00009169337,0.000161757,0.0001270367,0.0001424884,0.00001775807,0.0001035724,0.0002160381,0.0000213442],"category_scores_gemma":[0.00004578144,0.00008387697,0.00001215169,0.0001653226,0.00004786792,0.00009932109,0.000094011,0.00003067471,0.00001210262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006229167,"about_ca_system_score_gemma":0.000107428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000172055,"about_ca_topic_score_gemma":0.000007954975,"domain_scores_codex":[0.9992552,0.00002541888,0.0002752808,0.0002166074,0.00009792097,0.0001295734],"domain_scores_gemma":[0.9994475,0.000008303025,0.0002155832,0.0001540003,0.0001309187,0.00004366603],"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":[0.00006669507,0.00003694114,0.0001884048,0.0001596561,0.000001916617,3.753253e-7,0.0003322943,7.418139e-7,0.9969134,0.001374175,0.00001666651,0.000908773],"study_design_scores_gemma":[0.0004238245,0.0001394991,0.002437251,0.00005894362,0.000007483836,0.00001202342,0.000304541,0.0001141087,0.989287,0.00001946285,0.007101488,0.000094375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980373,0.00001776053,0.01842847,0.00008435245,0.0002901032,0.0005650671,0.000009444203,0.0001822147,0.00004963312],"genre_scores_gemma":[0.9851132,0.000002606396,0.01443761,0.0000116033,0.00003612031,0.00008335161,0.0000615985,0.00001232676,0.0002415677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007626362,"threshold_uncertainty_score":0.3420404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391698957556447,"score_gpt":0.2664646013292177,"score_spread":0.2225476117536533,"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."}}