{"id":"W2528237959","doi":"10.1038/srep29996","title":"3D Printing Variable Stiffness Foams Using Viscous Thread Instability","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"U.S. Department of Defense","keywords":"Thread (computing); Fabrication; Ranging; Nanotechnology; Stiffness; 3D printing; Materials science; Computer science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004027416,0.0001857141,0.0002305417,0.0001964232,0.0002852057,0.0003010321,0.0002970166,0.0001223055,0.0004626545],"category_scores_gemma":[0.001684618,0.0001337434,0.00006475278,0.0008288122,0.0004991845,0.0003254594,0.0002957271,0.0002039766,0.00007064186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905746,"about_ca_system_score_gemma":0.0002218878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004413385,"about_ca_topic_score_gemma":0.000006047161,"domain_scores_codex":[0.9968128,0.00005033668,0.0006272228,0.0007669014,0.0009785258,0.0007641748],"domain_scores_gemma":[0.9979579,0.0001796738,0.0001068276,0.001272811,0.0002275869,0.0002551803],"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":[0.000005790033,0.00008451007,0.01960969,0.0002897515,0.00004460954,0.0002674443,0.0001601339,0.001906598,0.8497382,0.0003046209,0.001057724,0.1265309],"study_design_scores_gemma":[0.001482447,0.00006709172,0.03034865,0.00264876,0.0001036156,0.001423349,0.000242272,0.1154224,0.4433531,0.105031,0.2968786,0.002998687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931761,0.00007288707,0.05310396,0.00003942813,0.008499442,0.0002821643,0.000002488333,0.0004765115,0.005762123],"genre_scores_gemma":[0.987923,0.000002816809,0.01095952,0.00000406921,0.0001276769,0.00001619805,0.0000036172,0.00004096346,0.0009221362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4063851,"threshold_uncertainty_score":0.54539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868783659797911,"score_gpt":0.2832432068660924,"score_spread":0.2545553702681133,"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."}}