{"id":"W6966785469","doi":"10.4224/crm.2023.tiph-1","title":"TIPH-1: Titanium Powder CT Phantom Object Certified Reference Material","year":2023,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Imaging phantom; Titanium; Computed tomography; Titanium powder; Titanium alloy; Certified reference materials; Object (grammar)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001810705,0.0009889267,0.0009094124,0.0005977653,0.0001198838,0.001258195,0.0009101081,0.0005495574,0.001234772],"category_scores_gemma":[0.0002512692,0.0009596989,0.0003164386,0.0004545112,0.0002778967,0.0005457078,0.0004058105,0.0004914589,0.04444285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000845277,"about_ca_system_score_gemma":0.0004825939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117387,"about_ca_topic_score_gemma":0.0004975645,"domain_scores_codex":[0.9950063,0.0001046734,0.0007372455,0.001408764,0.001780581,0.0009624544],"domain_scores_gemma":[0.9971918,0.00009148379,0.0006460884,0.001550922,0.0001862526,0.0003334259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001565737,0.0001469255,0.0001697601,0.0001337523,0.0003517168,0.0011167,0.00002831221,3.983677e-7,0.0142328,0.0001199962,0.9818364,0.001706697],"study_design_scores_gemma":[0.0004826461,0.0001142255,0.0004227362,0.0006631924,0.0001230805,0.000289433,0.00003902805,0.000002397322,0.01171777,0.00006640158,0.984849,0.001230125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001102672,0.0002349289,0.000002009832,0.000006812882,0.007733636,0.0006375384,0.002513312,0.007062039,0.980707],"genre_scores_gemma":[0.08226737,0.00001805274,0.00003065266,0.00002392947,0.002499219,0.0001017168,0.000384238,0.006363447,0.9083114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0811647,"threshold_uncertainty_score":0.9997786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344188195747495,"score_gpt":0.251670662780916,"score_spread":0.2282287808234411,"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."}}