{"id":"W6904006761","doi":"10.13140/rg.2.2.31582.74565","title":"Montsion 2017 Masters of Science Thesis Defense, University of Ottawa","year":2017,"lang":"en","type":"article","venue":"","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001774288,0.0008683922,0.001088497,0.001841704,0.004737443,0.007179169,0.001078258,0.001912508,0.2113102],"category_scores_gemma":[0.003751245,0.0003895036,0.0005677888,0.001044694,0.001475094,0.001406315,0.003409048,0.001642018,0.04744244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01641031,"about_ca_system_score_gemma":0.02302087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09306795,"about_ca_topic_score_gemma":0.2180088,"domain_scores_codex":[0.9978642,0.00007895169,0.00005668365,0.000282024,0.001270748,0.0004473647],"domain_scores_gemma":[0.9949371,0.000312899,0.0001981788,0.0002185394,0.002653546,0.001679709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006568562,0.0001171302,0.004108589,0.0003871283,0.00004689597,0.0002968315,0.001232907,0.00106369,0.009021456,0.03213259,0.8186669,0.1322691],"study_design_scores_gemma":[0.00002074615,0.0000981852,0.005084172,0.0001904855,0.00001922214,0.00008275611,0.0008488538,0.000553494,0.004182618,0.0014334,0.9874601,0.00002603647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04731092,0.02045027,0.003954908,0.1030868,0.03108213,0.0003780902,0.01027018,0.0009083831,0.7825583],"genre_scores_gemma":[0.03645366,0.004642623,0.0006625624,0.0005714762,0.0009345607,0.00004565159,0.001080133,0.0001748581,0.9554345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9069321,"threshold_uncertainty_score":0.7069031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031509325214272,"score_gpt":0.2694557043429315,"score_spread":0.2379463791286595,"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."}}