{"id":"W4231684367","doi":"10.1007/978-3-662-53120-4_300486","title":"Orbital Drilling","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Geology; Drilling; Engineering; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004265349,0.0001945098,0.0003461995,0.00009582444,0.00001745257,0.00001249596,0.00005008102,0.000213505,0.007901079],"category_scores_gemma":[0.000005065796,0.0001466181,0.0001672546,0.000007206722,0.00002504821,0.00001733443,0.00004057434,0.0002622886,0.004811517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004287855,"about_ca_system_score_gemma":0.00003570931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008665796,"about_ca_topic_score_gemma":0.000005040892,"domain_scores_codex":[0.9992335,0.000001008256,0.0001771033,0.0002328473,0.0002300251,0.0001255567],"domain_scores_gemma":[0.999541,0.00001469338,0.00005014841,0.0002909386,0.00003550187,0.00006774769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008481593,0.00002723547,0.00008069683,0.0003629358,0.0004341185,0.0004397836,0.00005585298,0.000003569921,0.00003157055,0.902293,0.05427958,0.04190685],"study_design_scores_gemma":[0.0003151743,0.0001198062,0.000106892,0.00016014,0.0001648265,0.000017064,0.000007884273,0.00001556752,0.00001841298,0.001930167,0.996971,0.0001730501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003039402,0.0002216587,0.0004631156,0.0005299727,0.0004984837,0.0003867021,0.000003637123,0.00008847435,0.9977776],"genre_scores_gemma":[0.009542499,0.00004755076,0.0004226697,0.001253466,0.0004228657,9.963505e-7,0.00006887592,0.00004630014,0.9881948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9426914,"threshold_uncertainty_score":0.9959633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574941082909642,"score_gpt":0.2484472339526725,"score_spread":0.2226978231235761,"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."}}