{"id":"W2083016660","doi":"10.1080/14786435.2014.923946","title":"On the nucleation of cementite on bainitic ferrite–austenite interphase boundaries","year":2014,"lang":"en","type":"article","venue":"The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cementite; Bainite; Austenite; Beta ferrite; Ferrite (magnet); Materials science; Nucleation; Metallurgy; Interphase; Ledeburite; Carbide; Microstructure; Composite material; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232816,0.0001849971,0.0002717636,0.00002436307,0.0001354349,0.00007189818,0.00024638,0.00005123585,0.0001375715],"category_scores_gemma":[0.00004164937,0.00009117417,0.0001081532,0.00006864191,0.000943041,0.00004644911,0.00007264076,0.0003986846,0.00001875754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001972433,"about_ca_system_score_gemma":0.000005865552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.834654e-7,"about_ca_topic_score_gemma":1.731327e-8,"domain_scores_codex":[0.9990664,0.00005648378,0.0003492016,0.00009942664,0.0002658996,0.0001625657],"domain_scores_gemma":[0.9992964,0.0003005657,0.00009127499,0.0001890988,0.00003671366,0.00008595859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003998727,0.00008793727,8.894325e-8,0.00001636128,0.00004496229,6.147758e-7,0.0002347842,0.000253503,0.2186767,0.7791948,0.0001147539,0.0009757173],"study_design_scores_gemma":[0.0006059106,0.0007557896,0.000002919264,0.00008009675,0.00004208277,0.00001052391,0.00007270463,0.002791316,0.2172411,0.7778702,0.0004193689,0.0001079974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594285,0.0001762878,0.004310697,0.005152743,0.0002695939,0.0002995879,0.00001333241,0.00002959112,0.03031959],"genre_scores_gemma":[0.9982512,0.00001048498,0.000074868,0.001288604,0.0003397363,0.00000480671,0.000001537916,0.00002391265,0.00000485098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03882262,"threshold_uncertainty_score":0.3717974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056662089965347,"score_gpt":0.2145481720106864,"score_spread":0.2039815511110329,"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."}}