{"id":"W2142551101","doi":"10.1520/stp37735s","title":"Chapter 17: Embedded Metals and Materials Other Than Reinforcing Steel","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Materials science; Metallurgy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000343303,0.0003984121,0.0004220653,0.00008994996,0.00008815923,0.0001289301,0.0002277875,0.0002366725,0.01248515],"category_scores_gemma":[0.000003320001,0.0003197822,0.00009410592,0.00001443575,0.0001705722,0.0001624145,0.000384942,0.0001186208,0.0005556296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004436783,"about_ca_system_score_gemma":0.000001533936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004002113,"about_ca_topic_score_gemma":0.0000598823,"domain_scores_codex":[0.998467,0.00001159453,0.0004215471,0.000512897,0.0003264905,0.0002604624],"domain_scores_gemma":[0.9992282,0.00002244609,0.0002276266,0.0004506613,0.00000480787,0.00006623128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166533,0.00006690974,0.0004215266,0.0003205918,0.0005991476,0.000128791,0.0003651269,0.0005486829,0.02564633,0.6183634,0.2731119,0.08031101],"study_design_scores_gemma":[0.0002699716,0.000142765,0.0002781606,0.0002184259,0.0001509432,0.00001092667,0.00001516927,0.0001036426,0.01088888,0.01973055,0.9671639,0.001026681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001241532,0.00005055024,0.001465642,0.0000779565,0.00009403605,0.0004703164,0.000018123,0.0002706508,0.9963112],"genre_scores_gemma":[0.02554517,0.0001113205,0.002089983,0.0003838562,0.00009290875,0.000014289,0.0000186781,0.00007674758,0.9716671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.694052,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462636783851005,"score_gpt":0.217868747591449,"score_spread":0.203242379752939,"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."}}