{"id":"W7001172453","doi":"","title":"Integrated Two-Dimensional/Three-Dimensional Collagen Scaffolds with Embedded Channels","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Microchannel; Scaffold; Basement membrane; Membrane; Casting; Permeation; Leakage (economics); Mold","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001176518,0.0002983948,0.0001319565,0.0002231426,0.0001008438,0.000345528,0.000254443,0.0002321218,0.0008463076],"category_scores_gemma":[0.00008990564,0.0001753997,0.0001629854,0.0001426152,0.0001328269,0.0002617083,0.0002958897,0.0002753471,0.0004127185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184961,"about_ca_system_score_gemma":0.0002668636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061526,"about_ca_topic_score_gemma":0.002577539,"domain_scores_codex":[0.9999005,0.000005657052,0.000006783117,0.00002226528,0.00004332131,0.00002155834],"domain_scores_gemma":[0.9998953,0.00001851754,0.00002653593,0.0000170227,0.00001324142,0.00002935646],"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":[0.00001709311,0.00001355885,0.0001011977,0.00001682043,0.00000156488,0.00004206386,0.000008746279,0.0001368958,0.9979451,0.0001148276,0.00004020964,0.001561905],"study_design_scores_gemma":[0.00001014865,0.00006225953,0.001360933,0.00000260327,0.000007115692,0.0001539522,0.000006722863,0.002480591,0.9925867,0.00002920936,0.003294414,0.000005412543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280489,0.0008140294,0.06312709,0.00008801937,0.0001073574,0.0001224576,0.001017046,0.0008760872,0.005799107],"genre_scores_gemma":[0.9130985,0.0006730072,0.07737937,0.00006479889,0.00002329032,0.0001509581,0.0008961657,0.0001565576,0.007557415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061526,"threshold_uncertainty_score":0.002831161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261627204238911,"score_gpt":0.1730592327298722,"score_spread":0.1604429606874831,"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."}}