{"id":"W1597777765","doi":"10.1002/9780470024546.ch4","title":"Materials: Metals, Alloys, Steels and Plastics","year":2007,"lang":"en","type":"other","venue":"","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Metallurgy; Tin; Alloy; Aluminium; Copper; Magnesium; Titanium; Zinc; Zirconium; Cobalt; Nickel","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":[0.0003070066,0.001794396,0.0009124406,0.003256877,0.001249512,0.002508216,0.001429978,0.000974651,0.2072877],"category_scores_gemma":[0.0005930529,0.0004304051,0.000406397,0.003743807,0.0005889356,0.002491153,0.001124905,0.001199114,0.2199393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007970356,"about_ca_system_score_gemma":0.001389062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741866,"about_ca_topic_score_gemma":0.005985942,"domain_scores_codex":[0.999409,0.00003267709,0.00002823643,0.00007149642,0.0004199862,0.00003872692],"domain_scores_gemma":[0.999773,0.00002639767,0.00001713703,0.0000344719,0.0001231582,0.00002585838],"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":[0.00001868505,0.00007327781,0.0001268832,0.0007577942,0.00000305374,0.00006163335,0.0000869677,0.0002161688,0.003354387,0.02024399,0.611325,0.3637322],"study_design_scores_gemma":[0.000001324921,0.000009667771,0.0001833792,0.0001102652,0.000001786214,0.00008123718,0.00004557614,0.0000327804,0.00079442,0.002256551,0.9964797,0.000003245124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001175543,0.02296761,0.005602917,0.00119243,0.004430618,0.0001641485,0.002313419,0.001258507,0.9608948],"genre_scores_gemma":[0.002869743,0.01353468,0.003720169,0.0003812722,0.0006054755,0.00006341563,0.001309618,0.0004169822,0.9770986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2072877,"threshold_uncertainty_score":0.6934463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084629922856139,"score_gpt":0.2584420940856276,"score_spread":0.2375957948570662,"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."}}