{"id":"W2793971923","doi":"10.4028/www.scientific.net/kem.770.255","title":"A Simple and Economical Device to Process Ti Cylinders with Elongated Porosity by Freeze-Casting Techniques: Design and Manufacturing","year":2018,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Porosity; Materials science; Composite material; Casting; Lamellar structure; Temperature gradient; Interconnectivity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004092997,0.0004693375,0.0005250351,0.0001599616,0.00008664663,0.0002598803,0.0001773078,0.0001746592,0.00007174518],"category_scores_gemma":[0.00004629328,0.0004794615,0.00001390623,0.00009866522,0.00005289099,0.0002735389,0.00008493918,0.0001231704,0.00002149796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000917845,"about_ca_system_score_gemma":0.00001273211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004524722,"about_ca_topic_score_gemma":0.000003941808,"domain_scores_codex":[0.9984029,0.00002647108,0.0004188588,0.0004423671,0.0001259786,0.0005834285],"domain_scores_gemma":[0.9993086,0.00007830749,0.00005222337,0.0002679334,0.00003546238,0.0002574797],"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":[0.00004693103,0.000007648697,0.00002900026,0.0004631475,0.00006289628,0.000009473936,0.0003985588,0.02152917,0.9767293,0.00001301956,0.0002601888,0.0004506224],"study_design_scores_gemma":[0.0003063105,0.0001448554,0.0007919266,0.0001968432,0.00003003228,0.00006347995,0.00002106755,0.005905543,0.9911164,0.00001901328,0.000792729,0.0006118105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160457,0.0000625126,0.08156925,0.00002350556,0.0002195211,0.0006175676,0.00004747476,0.001380023,0.00003451034],"genre_scores_gemma":[0.9701955,0.0000106698,0.02922256,0.00002745758,0.0002134424,0.0001206652,0.00001839103,0.0001774034,0.0000139466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05414982,"threshold_uncertainty_score":0.9997657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009154827801664685,"score_gpt":0.2045655752986869,"score_spread":0.1954107474970222,"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."}}