{"id":"W2084772663","doi":"10.1179/096797801681440","title":"Mechanical impact fatigue of refractories","year":2001,"lang":"en","type":"article","venue":"British Ceramic Transactions","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Fracture (geology); Composite material; Forensic engineering; Structural engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00004232827,0.0000958389,0.0001617142,0.00006161991,0.00005865174,0.0000267256,0.0001213928,0.0001102817,0.0001186817],"category_scores_gemma":[0.00001015257,0.0001218274,0.00009990801,0.000226086,0.00004783335,0.0001131413,0.000002325691,0.0002507637,0.000003913376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008908145,"about_ca_system_score_gemma":0.00002125364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000433931,"about_ca_topic_score_gemma":0.0004044673,"domain_scores_codex":[0.9993697,0.000008197864,0.000170289,0.0001097681,0.00008950847,0.0002525636],"domain_scores_gemma":[0.9997177,0.00003087134,0.00001493701,0.0001764636,0.00002298724,0.00003707505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002790267,0.0003006021,0.0009928806,0.0001896812,0.0007089756,0.0001276435,0.0004759478,0.1077474,0.07091868,0.001338393,0.002480683,0.8146912],"study_design_scores_gemma":[0.009585406,0.002194363,0.162062,0.002595562,0.0009200819,0.01372827,0.002424631,0.297331,0.3718748,0.06874578,0.06149272,0.007045427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155338,0.0009634317,0.3801814,0.00005896545,0.0002110275,0.0000730607,0.00003509097,0.001464143,0.001479018],"genre_scores_gemma":[0.9972581,0.001740842,0.0008041644,0.000003152475,0.00001812521,0.0000114939,0.000004831003,0.0000245784,0.0001346976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076457,"threshold_uncertainty_score":0.4967977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368949157758563,"score_gpt":0.2426552737613789,"score_spread":0.2289657821837932,"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."}}