{"id":"W1574135433","doi":"10.1002/9780470277270.ch21","title":"Aluminum and Aluminum Alloys","year":2008,"lang":"en","type":"other","venue":"","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Aluminium; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003094238,0.0005132742,0.0004513898,0.0002054081,0.00003568103,0.00003846032,0.0002296122,0.0004985987,0.003930732],"category_scores_gemma":[0.000007736096,0.0004491586,0.00006695647,0.0000799189,0.0002063098,0.00005121233,0.0000924789,0.0002938664,0.0005099918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457765,"about_ca_system_score_gemma":0.00002164428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001675736,"about_ca_topic_score_gemma":0.0002460025,"domain_scores_codex":[0.9988474,0.00001298882,0.0002166804,0.0003515706,0.0001800574,0.0003913426],"domain_scores_gemma":[0.9993963,0.00001274861,0.00003901979,0.000415121,0.00001415233,0.0001226982],"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":[0.000001491874,0.000003409864,0.0000501893,0.0001480542,0.0001390968,0.00001755289,0.000135126,0.000008493175,0.001414043,0.0000428942,0.9960105,0.002029124],"study_design_scores_gemma":[0.0002075059,0.00001559502,0.00005003645,0.00007709437,0.00002968164,0.0001592462,0.00003026652,0.0002090032,0.001570443,0.00001547208,0.9970301,0.0006054936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003416168,0.0139757,0.0002239769,0.00002620302,0.00120296,0.0003200937,0.0000404148,0.002317943,0.9815511],"genre_scores_gemma":[0.002959095,0.004162504,0.004196052,0.0001187409,0.0008233461,0.0000257248,0.00003734777,0.001565961,0.9861112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009813193,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007458872970558428,"score_gpt":0.1814964695169909,"score_spread":0.1740375965464325,"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."}}