{"id":"W1964219542","doi":"10.3791/4417","title":"<em>In vitro</em> Synthesis of Native, Fibrous Long Spacing and Segmental Long Spacing Collagen","year":2012,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibril; Extracellular matrix; Type I collagen; Biophysics; Collagen fibril; Monomer; Matrix (chemical analysis); In vitro; Materials science; In vivo; Atomic force microscopy; Chemistry; Nanotechnology; Composite material; Polymer; Biochemistry; Pathology; Biology","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":[0.0007565753,0.0007881228,0.0004106076,0.0004561085,0.0003326731,0.000287704,0.0004758232,0.0003169913,0.004263043],"category_scores_gemma":[0.0003381834,0.0003208579,0.0003546368,0.0003093869,0.0004564562,0.000316477,0.0003276752,0.0006921623,0.00377304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763607,"about_ca_system_score_gemma":0.0002644256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547721,"about_ca_topic_score_gemma":0.001703259,"domain_scores_codex":[0.9996425,0.00008145656,0.00003859901,0.00007085699,0.0001170369,0.0000495692],"domain_scores_gemma":[0.9997575,0.00006527905,0.00004491731,0.0000581536,0.00004482783,0.00002931859],"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":[0.00003659437,0.00002024176,0.00003668883,0.00008308829,0.000003641361,0.00007145295,0.00001716184,0.0001191197,0.9963382,0.0003299049,0.0002691714,0.002674683],"study_design_scores_gemma":[0.00000775117,0.00006261542,0.0002672805,0.000007760824,0.00000840922,0.0001333357,0.000005406129,0.0004473282,0.9880126,0.00004064051,0.01100302,0.000003876778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3903831,0.00624805,0.5345832,0.0005743753,0.0007223565,0.00106063,0.006267529,0.004008362,0.05615248],"genre_scores_gemma":[0.4871148,0.005940537,0.4423683,0.0004737151,0.0001902403,0.001023623,0.009646073,0.001311584,0.05193117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004263043,"threshold_uncertainty_score":0.01426131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183456761378402,"score_gpt":0.3435037711461574,"score_spread":0.3216692035323734,"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."}}