{"id":"W4385885861","doi":"10.55274/r0012179","title":"PR261-193604-R01 Optimizing Stress Corrosion Cracking Management - Field and Economic Study","year":2021,"lang":"en","type":"report","venue":"","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Stress corrosion cracking; Soil test; Environmental science; Corrosion; Soil water; Soil science; Environmental engineering; Environmental chemistry; Materials science; Metallurgy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002232865,0.000407774,0.0003953991,0.0009835983,0.0003559644,0.001323121,0.0008486879,0.000806676,0.02068866],"category_scores_gemma":[0.001426358,0.0001467262,0.0003379277,0.0009253796,0.0002812977,0.0007025644,0.0005487791,0.0003344163,0.00745064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173412,"about_ca_system_score_gemma":0.002178814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311672,"about_ca_topic_score_gemma":0.01700118,"domain_scores_codex":[0.9985198,0.000456063,0.00005048201,0.0001838267,0.0006529716,0.0001367402],"domain_scores_gemma":[0.998593,0.0002046437,0.0001516366,0.0001640981,0.0007781526,0.0001083968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002756123,0.006494651,0.03112037,0.001151967,0.0001255704,0.0006810427,0.0001090096,0.03928869,0.2281077,0.01073735,0.03328395,0.6461437],"study_design_scores_gemma":[0.001282704,0.02756889,0.1465036,0.0004060357,0.0001934993,0.001926175,0.001702209,0.2110595,0.3120017,0.004180219,0.2930359,0.0001395707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6678919,0.001307315,0.05875987,0.00115786,0.0001040504,0.004746616,0.007176813,0.001532481,0.2573231],"genre_scores_gemma":[0.8507506,0.001171253,0.06875203,0.0001666022,0.00003248277,0.0006799544,0.004861123,0.0002709089,0.07331508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068866,"threshold_uncertainty_score":0.06921041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658353171828591,"score_gpt":0.3224842106228858,"score_spread":0.2859006789045999,"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."}}