{"id":"W2093995511","doi":"10.1080/07373937.2013.836934","title":"Editorial: A Historical Perspective on Various Books and Book Series in Drying Edited by Prof. Arun S. Mujumdar","year":2014,"lang":"en","type":"editorial","venue":"Drying Technology","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); Series (stratigraphy); Art; Biology; Visual arts","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003463989,0.0007195833,0.001085106,0.001702444,0.0002195166,0.00005842559,0.0005707094,0.005402088,0.000009451126],"category_scores_gemma":[0.001483361,0.0008058794,0.00008676844,0.0005430829,0.0003361883,0.0001890617,0.0001843715,0.004720992,0.00002908046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529924,"about_ca_system_score_gemma":0.0001268775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003978481,"about_ca_topic_score_gemma":0.00005648897,"domain_scores_codex":[0.9969062,0.00007281755,0.0006752634,0.0009953062,0.0004972238,0.0008531542],"domain_scores_gemma":[0.9984516,0.0002754062,0.0001888699,0.0007461379,0.0002533619,0.00008461676],"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":[0.00003160951,0.00004222151,0.00001015486,0.0001321141,0.00006781632,0.00001433997,0.0002978136,0.0000160002,0.001462021,0.002214222,0.9948652,0.0008464711],"study_design_scores_gemma":[0.0007660139,0.0005260211,3.216769e-7,0.0002662739,0.00003843271,0.00001760647,0.0001949514,0.0003315977,0.001619335,0.003542274,0.9919802,0.0007170065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003576334,0.00314412,0.0001614207,0.001644751,0.9884912,0.0004674417,0.00004152858,0.004300208,0.001391632],"genre_scores_gemma":[0.002017142,0.001161125,0.0003937709,0.00006122791,0.9936941,0.0004563304,0.00008764272,0.0002750301,0.001853651],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.005202816,"threshold_uncertainty_score":0.9994392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004019382502578688,"score_gpt":0.209938607937722,"score_spread":0.2059192254351433,"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."}}