{"id":"W4300489331","doi":"10.18057/ijasc.2014.10.4.","title":"Volume 10 Number 4","year":2014,"lang":"en","type":"report","venue":"","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"","keywords":"Volume (thermodynamics); Mathematics; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001950585,0.001123365,0.0006585502,0.002708559,0.002135271,0.008465111,0.001699953,0.002348606,0.4612721],"category_scores_gemma":[0.003411276,0.0004608167,0.00107812,0.002008908,0.00195339,0.002959872,0.003581034,0.002948616,0.2778218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002944873,"about_ca_system_score_gemma":0.003810102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542729,"about_ca_topic_score_gemma":0.006265115,"domain_scores_codex":[0.9974036,0.0003898744,0.00007432444,0.0002577345,0.001661455,0.0002129728],"domain_scores_gemma":[0.9976981,0.0002858293,0.00007108282,0.0005112388,0.0008936414,0.000540003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000518629,0.0001902091,0.0005415646,0.0002224347,0.00001464929,0.0001031201,0.0001478615,0.0003219396,0.001069486,0.03159956,0.8339474,0.1317898],"study_design_scores_gemma":[0.000008641587,0.0000206461,0.000310303,0.0001090031,0.00000612404,0.00007488965,0.00009642266,0.0001389428,0.0002864647,0.004008085,0.9949353,0.000005224838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001432403,0.00350149,0.003079695,0.008722734,0.01629948,0.0001318094,0.0002423415,0.0005514733,0.9660386],"genre_scores_gemma":[0.004126403,0.002094919,0.001063498,0.001684521,0.002264446,0.00005198937,0.0003912619,0.0002424635,0.9880804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5387279,"threshold_uncertainty_score":0.7684299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466409573634402,"score_gpt":0.3343270014066604,"score_spread":0.2996629056703164,"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."}}