{"id":"W2768594648","doi":"10.17580/gzh.2017.10.04","title":"Estimation of cyclic cryo-thermal effects on the structure and properties of coal by the thermally induced acoustic emission method","year":2017,"lang":"en","type":"article","venue":"Gornyi Zhurnal","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Queen's University","keywords":"Acoustic emission; Materials science; Thermal; Coal; Estimation; Acoustics; Composite material; Thermodynamics; Engineering; Waste management; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001843376,0.0001120212,0.0001342685,0.00001831395,0.0002259399,0.00005432501,0.0002092232,0.00006701521,0.00001713001],"category_scores_gemma":[0.0001453042,0.00005311514,0.00003054621,0.00002451096,0.00006154482,0.0001036387,0.00004747988,0.0001734347,5.311247e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265306,"about_ca_system_score_gemma":0.00001215613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003193119,"about_ca_topic_score_gemma":0.000004004571,"domain_scores_codex":[0.9994069,0.00006827643,0.0001662783,0.00008079414,0.0001688088,0.0001088894],"domain_scores_gemma":[0.9994968,0.00007585105,0.0001143283,0.0002562027,0.00003081587,0.00002600732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004399322,0.00000640394,0.0002029528,0.0001287822,0.00002747402,2.655031e-7,0.0004899042,0.03148592,0.9128017,0.00002136801,0.0000917246,0.05469955],"study_design_scores_gemma":[0.0002085533,0.00007369306,0.01614875,0.0001778562,0.00003223829,0.000004967071,0.00005929835,0.2285992,0.7545417,0.00006573195,0.00001887834,0.00006915247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965234,0.0003149777,0.002396246,0.0001826633,0.0001164822,0.0002128644,0.000005410342,0.00001827369,0.0002297295],"genre_scores_gemma":[0.9997795,0.00001707235,0.00007416269,0.00002810386,0.00004983414,0.0000040196,0.000001339823,0.00001635838,0.00002957645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971133,"threshold_uncertainty_score":0.2165972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686852293954774,"score_gpt":0.2380244531143897,"score_spread":0.2211559301748419,"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."}}