{"id":"W2336421216","doi":"","title":"Laser Direct Deposition of Metal Matrix Diamond Composite","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Government of Ontario","keywords":"Composite number; Materials science; Laser; Diamond; Matrix (chemical analysis); Composite material; Deposition (geology); Metal matrix composite; Metal; Metallurgy; Optics; Geology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008972895,0.0001314583,0.0001529682,0.0001517275,0.0001565359,0.0002126208,0.0002677678,0.0002879896,0.002001303],"category_scores_gemma":[0.0001337994,0.0001529733,0.0002295288,0.0001234122,0.0000945091,0.0001288123,0.0001459765,0.0002151342,0.0004946206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166581,"about_ca_system_score_gemma":0.0003521703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083035,"about_ca_topic_score_gemma":0.005291431,"domain_scores_codex":[0.9998797,0.000003425533,0.000002688506,0.00002586953,0.00007583851,0.00001246397],"domain_scores_gemma":[0.9999415,0.00001709017,0.00001154024,0.000007510324,0.0000174105,0.000004953192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004653278,0.00002189726,0.000302806,0.0001697476,0.000005935725,0.0001516249,0.00004148092,0.01200915,0.9787745,0.0007488606,0.0007672874,0.006960053],"study_design_scores_gemma":[0.00001110093,0.00022123,0.001913034,0.00001021906,0.000007344111,0.0001970783,0.00002968454,0.06568372,0.9237211,0.0001149809,0.008074479,0.00001594906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179511,0.000988773,0.04186637,0.0001645631,0.0002233393,0.00008974454,0.0009842993,0.0009810717,0.03675073],"genre_scores_gemma":[0.954007,0.0003360644,0.02878811,0.00003721319,0.000008262529,0.00003658043,0.0002143296,0.00005435901,0.01651804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002083035,"threshold_uncertainty_score":0.006695092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007749708351881565,"score_gpt":0.2257908333615162,"score_spread":0.2180411250096347,"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."}}