{"id":"W7099138948","doi":"","title":"Circumferential Failures in Grey Cast Iron Pipes","year":2007,"lang":"en","type":"article","venue":"","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cast iron; Government (linguistics); Grey literature; Water pipe","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":[0.0003193156,0.0004670112,0.000306544,0.001240358,0.000701525,0.0006437905,0.0005662188,0.0008614065,0.004035923],"category_scores_gemma":[0.001480526,0.0002703974,0.0002382483,0.0006107256,0.0009854955,0.000680698,0.0008202305,0.0002970783,0.0005711798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005651796,"about_ca_system_score_gemma":0.0002740167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007646066,"about_ca_topic_score_gemma":0.008603309,"domain_scores_codex":[0.9997017,0.00003715895,0.00001706622,0.00005001433,0.00009750656,0.00009663498],"domain_scores_gemma":[0.9986737,0.0002162162,0.0006088419,0.00008818054,0.0002703672,0.000142786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004690458,0.0004185703,0.3989894,0.001193537,0.0001209309,0.06715164,0.005152271,0.145094,0.1414827,0.01908319,0.01190202,0.2047212],"study_design_scores_gemma":[0.0001269461,0.002345665,0.7520475,0.0006893232,0.0001736986,0.02259512,0.00841313,0.1277393,0.04409412,0.02107014,0.02050125,0.0002039815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814804,0.0009410702,0.008416698,0.0001553559,0.00005082014,0.00006376535,0.00009880948,0.0001039229,0.008689282],"genre_scores_gemma":[0.9969501,0.0001415549,0.0005073844,0.00001041686,0.000008418229,0.000005635687,0.00003436048,0.000005412251,0.002336761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007646066,"threshold_uncertainty_score":0.01520312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009117394510627156,"score_gpt":0.2065570440221063,"score_spread":0.1974396495114792,"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."}}