{"id":"W1505134948","doi":"10.1002/9780470294734.ch20","title":"A Novel Approach to Green Strength Test Development","year":2008,"lang":"en","type":"book-chapter","venue":"Ceramic engineering and science proceedings","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint-Gobain (Canada)","funders":"","keywords":"Test (biology); Development (topology); Ceramic; Computer science; Manufacturing engineering; Engineering; Materials science; Mathematics; Composite material; Ecology; Biology","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":[0.001093937,0.0007986478,0.000503386,0.001656365,0.0006264909,0.002292253,0.002072155,0.001402757,0.01006274],"category_scores_gemma":[0.00176558,0.000575464,0.0006456262,0.0008559998,0.001690605,0.002722748,0.002400008,0.002694247,0.005551757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008501224,"about_ca_system_score_gemma":0.001144872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005185184,"about_ca_topic_score_gemma":0.00146333,"domain_scores_codex":[0.9985316,0.00017901,0.00003926853,0.0001555929,0.001038454,0.0000560756],"domain_scores_gemma":[0.9988992,0.0003481795,0.00005020864,0.0002036744,0.0004388228,0.0000598503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004521877,0.0002001444,0.0004083359,0.0004213816,0.00002702156,0.0005648645,0.0006651577,0.003281655,0.05505531,0.3772893,0.02365693,0.5383847],"study_design_scores_gemma":[0.00002638335,0.0002819153,0.0006309584,0.0002402098,0.00003500386,0.003793475,0.000242978,0.02607329,0.08238966,0.1240098,0.7621845,0.00009185303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004982837,0.002524348,0.7850499,0.001210571,0.0008922862,0.0002660202,0.0001113768,0.001863489,0.2030992],"genre_scores_gemma":[0.03709739,0.003579491,0.7393335,0.001270197,0.0002171718,0.00047055,0.0002521246,0.000663918,0.2171157],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01006274,"threshold_uncertainty_score":0.03366315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689506881689737,"score_gpt":0.1865441006572515,"score_spread":0.1696490318403542,"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."}}