{"id":"W378543092","doi":"10.1007/978-3-642-20617-7_100277","title":"Material Removal Processes","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Environmental 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":[0.0002111468,0.001128227,0.0006956749,0.0009262732,0.001095433,0.001948815,0.001410143,0.0009557045,0.02481029],"category_scores_gemma":[0.0002103553,0.0004735055,0.000701288,0.001120167,0.0006589944,0.001827939,0.001192583,0.002112946,0.02091431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009507336,"about_ca_system_score_gemma":0.0009901809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360294,"about_ca_topic_score_gemma":0.002593726,"domain_scores_codex":[0.9995333,0.00002003482,0.00001112448,0.0001019144,0.0002823485,0.00005125947],"domain_scores_gemma":[0.9999535,0.000007998958,0.000003942732,0.00001051284,0.0000202625,0.000003838576],"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":[0.00009209678,0.0002556231,0.0001646755,0.001792432,0.00002876345,0.0002954032,0.0004495168,0.00216681,0.225867,0.1082473,0.07176985,0.5888705],"study_design_scores_gemma":[0.000006089462,0.00005122643,0.0002558077,0.0001126417,0.00001559298,0.0002730343,0.00006784251,0.001196828,0.1697221,0.008944291,0.8193367,0.0000179245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01431928,0.02350814,0.1338526,0.001202796,0.001908473,0.0003891877,0.0009084788,0.001906405,0.8220047],"genre_scores_gemma":[0.03873064,0.0163451,0.03453906,0.0007543138,0.0002066233,0.0001791381,0.001125932,0.0003975775,0.9077216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02481029,"threshold_uncertainty_score":0.08299869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081961602783409,"score_gpt":0.2076537592130467,"score_spread":0.1968341431852126,"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."}}