{"id":"W4241552957","doi":"10.1007/978-3-662-53120-4_300427","title":"Micro Deep Hole Drilling","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Drilling; Geology; Petroleum engineering; Materials science; Metallurgy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004954648,0.000334759,0.0003238852,0.0001059261,0.00002052912,0.0000369947,0.0002510383,0.0003935201,0.0005491855],"category_scores_gemma":[0.000005949295,0.0003552071,0.0001115673,0.00001187844,0.00002485566,0.0001142557,0.00007040543,0.0004837874,0.001050132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130404,"about_ca_system_score_gemma":0.00001176937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004341623,"about_ca_topic_score_gemma":0.00001462146,"domain_scores_codex":[0.9991772,0.000001745741,0.0002158996,0.0002278749,0.0001314211,0.0002458144],"domain_scores_gemma":[0.9993435,0.00004310578,0.00003791795,0.0004880031,0.00003221793,0.00005525453],"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":[0.0000124486,0.0000126692,0.00003605035,0.001137118,0.0006005905,0.00008522037,0.0004630637,0.1590813,0.02228596,0.6271173,0.138129,0.05103933],"study_design_scores_gemma":[0.0000700606,0.00001164334,0.00000109085,0.0001830839,0.00002193284,0.000004339165,0.000003239825,0.004026123,0.01096272,0.02516484,0.9588678,0.0006831459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000214872,0.001297002,0.1184218,0.00001536803,0.0003787915,0.0001873921,0.0000158983,0.002627015,0.8770353],"genre_scores_gemma":[0.0011823,0.0007220343,0.1138258,0.0001112827,0.0001714338,0.000004356437,0.00004004357,0.000340821,0.883602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8207389,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095388006699035,"score_gpt":0.2117943991329937,"score_spread":0.2008405190660033,"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."}}