{"id":"W4252798391","doi":"10.1007/978-3-662-53120-4_300146","title":"Cutting Tool","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00001690943,0.0001468645,0.0001320287,0.00003873589,0.00001576689,0.00001658085,0.00005984478,0.000131462,0.0008135884],"category_scores_gemma":[0.000003879274,0.0001442169,0.00003674833,0.000007222796,0.000004703505,0.00006387516,0.00001753271,0.0001605265,0.0004105486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002405923,"about_ca_system_score_gemma":0.00001022212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.633709e-7,"about_ca_topic_score_gemma":5.812463e-7,"domain_scores_codex":[0.9996108,3.186051e-7,0.0001203881,0.0001101665,0.00006700234,0.00009129204],"domain_scores_gemma":[0.9997936,0.00001614227,0.00002429781,0.0001301791,0.00002070336,0.0000151024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000130627,7.566508e-7,0.000001962163,0.0002730344,0.00003517785,0.000002388187,0.00002398489,0.6400264,0.000008559417,0.3036123,0.002535753,0.05347838],"study_design_scores_gemma":[0.0001006832,0.00001204104,9.169898e-7,0.0001440191,0.00002160966,0.000003796219,0.000002363826,0.1070621,0.00005245878,0.007022511,0.8851578,0.000419775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.575042e-7,0.0003645984,0.1606049,0.000004711606,0.0002604015,0.00006354895,0.000003415193,0.0003954537,0.838302],"genre_scores_gemma":[0.000598171,0.0004427861,0.01467402,0.00005322076,0.0001256985,0.000001297368,0.00004172167,0.0001010521,0.983962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.882622,"threshold_uncertainty_score":0.8908222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006627909727081416,"score_gpt":0.1919637643264096,"score_spread":0.1853358545993282,"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."}}