{"id":"W6983551256","doi":"","title":"Monitoring the dynamics of scaffold fabrication using optical coherence tomography","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical coherence tomography; Fabrication; Dynamics (music); Coherence (philosophical gambling strategy); Scaffold","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331973,0.000241221,0.0004976255,0.0007943688,0.0009457979,0.00144065,0.0003526833,0.0008757339,0.009368446],"category_scores_gemma":[0.006348221,0.0003172068,0.0002073443,0.0003469298,0.0003826704,0.001123996,0.0005823572,0.0006459844,0.004882976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877521,"about_ca_system_score_gemma":0.0008455757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006252132,"about_ca_topic_score_gemma":0.001501126,"domain_scores_codex":[0.9985367,0.0001993073,0.00007157429,0.0001544422,0.0009343117,0.0001036794],"domain_scores_gemma":[0.9932483,0.001655346,0.0006317613,0.0007582434,0.003368317,0.0003379129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000740231,0.000130929,0.00980946,0.0003184459,0.00002577859,0.0006383969,0.000438029,0.0005420741,0.8790475,0.00104951,0.01314449,0.09411514],"study_design_scores_gemma":[0.00007221895,0.0005199477,0.02960593,0.00005672619,0.00004148376,0.0005706542,0.0005289454,0.01029633,0.9135883,0.0006164653,0.0440462,0.00005679927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243326,0.002184621,0.02090641,0.003060764,0.001929267,0.0003838659,0.00088035,0.001454117,0.04486782],"genre_scores_gemma":[0.9302123,0.001041201,0.02009728,0.0004350287,0.0002466132,0.0002087079,0.0007611879,0.0004048422,0.04659273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009368446,"threshold_uncertainty_score":0.0313406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370254632062094,"score_gpt":0.2427911405736566,"score_spread":0.2190885942530357,"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."}}