{"id":"W2757879726","doi":"10.36487/acg_rep/1104_43_aldea","title":"Kidd Mine paste fill binder research study","year":2011,"lang":"en","type":"article","venue":"Paste/Paste","topic":"Tailings Management and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Cementitious; Materials science; Ternary operation; Waste management; Environmental science; Composite material; Metallurgy; Engineering; Cement; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007431689,0.0002574282,0.0002541529,0.0003406245,0.0001506266,0.00008920265,0.0004423938,0.00007768898,0.00112493],"category_scores_gemma":[0.00004260912,0.000222246,0.00006749831,0.0004743135,0.00007438667,0.0002570787,0.0002440464,0.0003795979,0.001539071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004354502,"about_ca_system_score_gemma":0.00001110497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522447,"about_ca_topic_score_gemma":0.0001302982,"domain_scores_codex":[0.9980252,0.0001182595,0.0003392969,0.0003446326,0.0004949295,0.0006777195],"domain_scores_gemma":[0.9990861,0.00006156982,0.00003318926,0.000563213,0.0001198904,0.0001360775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001164606,0.00321601,0.4266117,0.002754102,0.003212076,0.0008982618,0.1513644,0.006241385,0.01725416,0.002539473,0.2040623,0.1806815],"study_design_scores_gemma":[0.01115262,0.00581994,0.2267558,0.0007972303,0.0005574069,0.00004022619,0.08454018,0.0369964,0.03458899,0.002194936,0.591128,0.005428313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8614285,0.0005746363,0.0001662433,0.00006664232,0.0006342838,0.000682835,0.00000566539,0.0004175354,0.1360236],"genre_scores_gemma":[0.984351,0.00003797236,0.000313904,0.00003058346,0.000235934,0.00009752621,0.000004983381,0.00007972734,0.01484836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3870656,"threshold_uncertainty_score":0.9997882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368779385957139,"score_gpt":0.2786374555067449,"score_spread":0.141759516911031,"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."}}