{"id":"W2131642237","doi":"10.1002/bit.10770","title":"Towards on‐line monitoring of cell growth in microporous scaffolds: Utilization and interpretation of complex permittivity measurements","year":2003,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"","keywords":"Microporous material; Permittivity; Porosity; Materials science; Scaffold; Adhesion; Cell adhesion; Polymer; Biomedical engineering; Biological system; Dielectric; Analytical Chemistry (journal); Chemical engineering; Chemistry; Composite material; Optoelectronics; Chromatography","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":[0.0004761472,0.0005436085,0.0003166394,0.000550662,0.000150074,0.0005124505,0.0003544869,0.000480313,0.0003809714],"category_scores_gemma":[0.001071745,0.0001981657,0.000144281,0.0002781635,0.0004219929,0.0006707052,0.0003686926,0.0004629278,0.0002062417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815221,"about_ca_system_score_gemma":0.0001085987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002916188,"about_ca_topic_score_gemma":0.0004455351,"domain_scores_codex":[0.9997082,0.00007253421,0.00001398133,0.00006398595,0.0001138703,0.00002746194],"domain_scores_gemma":[0.9988372,0.000676584,0.0001909785,0.00009365289,0.0001690576,0.00003256496],"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":[0.00003350026,0.000009137786,0.0003642197,0.00003518108,0.000002170046,0.00002012914,0.00002364335,0.0001171472,0.9939235,0.00005121141,0.00001949474,0.005400679],"study_design_scores_gemma":[0.000002065032,0.00004579924,0.0008615088,0.000002496725,0.000006078421,0.0001265787,0.00001912635,0.002719879,0.9957418,0.000055273,0.0004128862,0.000006636584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6289412,0.00256358,0.3658618,0.0001398145,0.00006443204,0.00007680475,0.0003006732,0.0006784155,0.00137327],"genre_scores_gemma":[0.7403488,0.002169587,0.2559825,0.00008812608,0.00003080005,0.0001138634,0.0002042109,0.00007345955,0.0009887548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000550662,"threshold_uncertainty_score":0.002518177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775785230803423,"score_gpt":0.2445479894517352,"score_spread":0.2067901371437009,"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."}}