{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001688459,0.0004887338,0.0003503455,0.0006495556,0.0002202852,0.0001340095,0.0005719115,0.0002298787,0.00000427764],"category_scores_gemma":[0.0001452372,0.0004940396,0.00004108949,0.0001763809,0.0002345099,0.0001536983,0.0003107728,0.0005751959,0.00003661042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119734,"about_ca_system_score_gemma":0.00006706789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003734501,"about_ca_topic_score_gemma":1.7389e-7,"domain_scores_codex":[0.9981878,1.498768e-7,0.0002732918,0.0006219808,0.0003842926,0.0005325217],"domain_scores_gemma":[0.9994424,0.00003417416,0.00004504826,0.0001652054,0.0001001868,0.0002130154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002160149,0.0002589432,0.0001290658,0.006125956,0.0005689881,0.0000575279,0.0246968,0.02510257,0.1087832,0.1279772,0.01104301,0.6952351],"study_design_scores_gemma":[0.0008440901,0.0003236766,0.002983113,0.002704906,0.00008970626,0.00128716,0.0004369205,0.1234124,0.1390806,0.0008900675,0.721455,0.006492315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1180997,0.0006889177,0.006913389,0.00009099431,0.0004937652,0.0008195846,0.00003753225,0.006618269,0.8662378],"genre_scores_gemma":[0.8820819,0.0004036126,0.06567406,0.00004769535,0.000226968,0.00007955986,0.00001057519,0.0002219847,0.05125364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8149841,"threshold_uncertainty_score":0.9997512,"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."}}