{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001781619,0.001254507,0.0006820169,0.00194485,0.00100541,0.002012785,0.001475379,0.001211809,0.2186276],"category_scores_gemma":[0.0003652998,0.0006547718,0.0005366087,0.001647652,0.000389128,0.001457961,0.001329899,0.001579619,0.1423745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538643,"about_ca_system_score_gemma":0.0006427673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041507,"about_ca_topic_score_gemma":0.002471923,"domain_scores_codex":[0.9996088,0.00001014401,0.000009844861,0.00007833174,0.0002648822,0.00002789309],"domain_scores_gemma":[0.9998614,0.00001694632,0.000006560418,0.00003692229,0.00006630407,0.00001186639],"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":[0.00005737082,0.00005985184,0.0001029693,0.0004116691,0.000009438542,0.0001243369,0.0001099382,0.001690338,0.02009828,0.05639436,0.2037527,0.7171887],"study_design_scores_gemma":[0.0000060057,0.00003263622,0.0002236985,0.00006664598,0.000006764055,0.0003232789,0.00002462212,0.001358432,0.006146014,0.005671191,0.9861267,0.00001412571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001230401,0.002035577,0.07860568,0.0002182965,0.0007852107,0.0001179644,0.001078113,0.003298518,0.9126304],"genre_scores_gemma":[0.006105878,0.00138225,0.01973784,0.0001742453,0.00007386717,0.00007101623,0.0016885,0.0005983515,0.970168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2186276,"threshold_uncertainty_score":0.7313824,"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."}}