{"id":"W4250023862","doi":"10.1007/978-3-662-53120-4_300296","title":"Hard Metal","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Materials 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":[0.0001272849,0.001161289,0.0005059767,0.001480605,0.001375594,0.001854713,0.0009588548,0.0007819217,0.3187155],"category_scores_gemma":[0.0003474791,0.0004713336,0.0004014324,0.001116845,0.0004204738,0.001503676,0.001440246,0.001332184,0.2051323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006793642,"about_ca_system_score_gemma":0.0005477157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137534,"about_ca_topic_score_gemma":0.006650821,"domain_scores_codex":[0.9998047,0.000007817628,0.000005157103,0.00004485916,0.0001174947,0.00002006666],"domain_scores_gemma":[0.9998909,0.00001450484,0.000004868161,0.00002562603,0.00005080579,0.00001325145],"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":[0.00003988547,0.000061721,0.0001165802,0.0003368627,0.000006949396,0.0001198642,0.0001730948,0.0003816132,0.00719418,0.04343759,0.4851311,0.4630005],"study_design_scores_gemma":[0.000001609936,0.0000106143,0.0001332767,0.00004091218,0.000002203057,0.00009644657,0.00002532422,0.0001193392,0.0009673857,0.002907553,0.9956926,0.000002836169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007045525,0.002605337,0.00364979,0.0002878763,0.000876968,0.00003851665,0.0002706695,0.0004027481,0.9911636],"genre_scores_gemma":[0.00097165,0.0005523087,0.0005493358,0.00007272597,0.00004089131,0.000006934093,0.0001020605,0.00006401016,0.9976401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3187155,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685211115380286,"score_gpt":0.1712129312127265,"score_spread":0.1543608200589236,"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."}}