{"id":"W2081653879","doi":"10.1179/cmq.2002.41.2.219","title":"Nickel in Structural Alloys","year":2002,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metallurgy; Nickel; Materials science; Austenite; Alloy; Superalloy; Carbide; Intermetallic; Softening; Microstructure; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001715926,0.0001709069,0.0002709527,0.0002097544,0.00009693944,0.0001418503,0.0004168754,0.00015879,0.02638927],"category_scores_gemma":[0.0000384359,0.0001405025,0.00006263098,0.0002111867,0.0001450391,0.0001802775,0.00001775245,0.000129543,0.002131022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005933,"about_ca_system_score_gemma":0.00003517847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02295909,"about_ca_topic_score_gemma":0.07709069,"domain_scores_codex":[0.9985256,0.0000683289,0.0003122119,0.0003426912,0.0001714702,0.0005797047],"domain_scores_gemma":[0.9992519,0.00003432075,0.00004625405,0.0003255513,0.00002477606,0.0003171806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005888358,0.000125859,0.0007345932,0.0001019393,0.00003858112,0.004795602,0.002285672,0.0001078513,0.7750102,0.1297791,0.01175104,0.07521068],"study_design_scores_gemma":[0.01122525,0.004723801,0.1950112,0.0003474841,0.0001564671,0.001580299,0.004524724,0.04754829,0.03302639,0.1013771,0.5923147,0.00816423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920958,0.0001896418,0.000006997705,0.001420711,0.0004921012,0.0001349216,0.00003683321,0.0001158792,0.005507109],"genre_scores_gemma":[0.9980239,0.000007591165,0.0007977951,0.0003096271,0.00005665522,0.00001950987,0.000004021708,0.00001391596,0.0007669686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7419838,"threshold_uncertainty_score":0.998646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635801653804098,"score_gpt":0.213215374170754,"score_spread":0.196857357632713,"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."}}