{"id":"W2151299050","doi":"10.1017/s1431927603442748","title":"Hydrogen Induced Cracking In Linepipe Steels","year":2003,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Cracking; Materials science; Metallurgy; Hydrogen; Composite material; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120725,0.0001159175,0.0001436959,0.0002254795,0.0002217527,0.0001950153,0.000284693,0.0004013984,0.002268935],"category_scores_gemma":[0.0002141383,0.0002088819,0.00008617888,0.0001094083,0.0003973873,0.0003090862,0.000207622,0.0003172692,0.0002366653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816603,"about_ca_system_score_gemma":0.00008822103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000750369,"about_ca_topic_score_gemma":0.001208571,"domain_scores_codex":[0.9999062,0.000009251584,0.000002879975,0.00001830949,0.0000421916,0.00002114837],"domain_scores_gemma":[0.9998116,0.00004642049,0.00004484013,0.00002888665,0.0000476423,0.00002066321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001938461,0.00001846262,0.0009277292,0.00004617776,0.000006767256,0.000171019,0.00005554299,0.0007489195,0.9953407,0.0002450896,0.000134285,0.002111445],"study_design_scores_gemma":[0.00002687686,0.0002200774,0.02346176,0.00000413161,0.000004558209,0.0002271548,0.00009852181,0.00576262,0.9688115,0.0001343748,0.001239268,0.000009211367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971584,0.0002440817,0.001388261,0.00003646318,0.000007578007,0.00001008508,0.00006805347,0.00005112719,0.001035968],"genre_scores_gemma":[0.9982889,0.00005471225,0.0004238079,0.00001010264,0.000002393731,0.000004342,0.00005401211,0.000008188227,0.00115347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002268935,"threshold_uncertainty_score":0.007590353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535352195662647,"score_gpt":0.2469495295042478,"score_spread":0.2315960075476213,"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."}}