{"id":"W2105697096","doi":"10.1007/s00289-010-0438-z","title":"Cell-culture compatible silk fibroin scaffolds concomitantly patterned by freezing conditions and salt concentration","year":2011,"lang":"en","type":"article","venue":"Polymer Bulletin","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibroin; Nucleation; SILK; Chemical engineering; Scanning electron microscope; Materials science; Salt (chemistry); Morphology (biology); Polymer chemistry; Chemistry; Composite material; Organic chemistry","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":[0.0001847823,0.0004842117,0.0002276518,0.0001700583,0.0001788531,0.0002701727,0.0001660599,0.000239638,0.0008510302],"category_scores_gemma":[0.0001329097,0.0001722557,0.0001615979,0.0001709619,0.0001934513,0.0002975517,0.0001413041,0.0003437972,0.0002252565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921131,"about_ca_system_score_gemma":0.0002387503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004297616,"about_ca_topic_score_gemma":0.001561024,"domain_scores_codex":[0.9999049,0.00001058372,0.00001254964,0.00002602891,0.00002325785,0.00002278884],"domain_scores_gemma":[0.9998616,0.00004899478,0.00003736394,0.00001519705,0.00001774634,0.00001909153],"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":[0.00002477014,0.000005315444,0.00003564105,0.00001325433,8.920368e-7,0.00001890129,0.00001148786,0.00001559905,0.9995821,0.00003892445,0.000008017383,0.0002451101],"study_design_scores_gemma":[0.000003352587,0.00002610747,0.0004301145,0.000001244174,0.000004800011,0.00003244168,0.000006734638,0.0001665426,0.9987006,0.00001285352,0.0006138667,0.000001333037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845836,0.0009234071,0.01033202,0.00008184371,0.00008062926,0.00007676863,0.0003105775,0.0001131597,0.003497979],"genre_scores_gemma":[0.981125,0.0008406171,0.01354072,0.00005310432,0.00002953663,0.000108065,0.0005328154,0.00004892923,0.00372104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008510302,"threshold_uncertainty_score":0.002847016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382789411212379,"score_gpt":0.2260289807995,"score_spread":0.2122010866873762,"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."}}