{"id":"W646365807","doi":"","title":"Prediction, industrial developments and evaluation : proceedings of the second International Conference on Environment-Induced Cracking of Metals (EICM-2), the Banff Centre, Banff, Alberta, Canada, September 19-23, 2004","year":2008,"lang":"en","type":"book","venue":"Elsevier eBooks","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cracking; Archaeology; Engineering; Geography; Library science; Materials science; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508924,0.001073692,0.000692129,0.00154297,0.0003243824,0.002220059,0.0009441652,0.0005673105,0.01387697],"category_scores_gemma":[0.002473141,0.0004472933,0.0003691475,0.002160806,0.0005426743,0.001069136,0.0006032225,0.0004952281,0.004397494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700091,"about_ca_system_score_gemma":0.003461318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1313181,"about_ca_topic_score_gemma":0.2153446,"domain_scores_codex":[0.9992454,0.00007415994,0.00003076265,0.00006735077,0.0005382723,0.00004408975],"domain_scores_gemma":[0.9989428,0.000234766,0.0000441833,0.00007319734,0.0006550394,0.00005000878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007116939,0.00007730649,0.004411789,0.0002280283,0.0000241416,0.00005164181,0.0001039703,0.03677331,0.001241008,0.003243763,0.1707169,0.7830569],"study_design_scores_gemma":[0.0000453008,0.0002116604,0.03635087,0.0007225581,0.0001117282,0.0002712199,0.0008482281,0.2059942,0.01627184,0.02658736,0.7124786,0.0001063817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05942266,0.1288594,0.4608747,0.01199968,0.006887557,0.0005812026,0.01347078,0.008475615,0.3094283],"genre_scores_gemma":[0.2179236,0.0643725,0.1382286,0.0003714413,0.0008062873,0.0002015749,0.01393384,0.00153691,0.5626252],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8686819,"threshold_uncertainty_score":0.2611074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754697998311402,"score_gpt":0.2088485641504605,"score_spread":0.1813015841673465,"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."}}