{"id":"W3089736782","doi":"10.1201/9780429289774-1","title":"Drying of Solids: Principles, Classification, and Selection of Dryers","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Selection (genetic algorithm); Process engineering; Materials science; Computer science; Biochemical engineering; Engineering; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.00008241568,0.000108079,0.0002074782,0.00001187405,0.00004845761,0.000008726338,0.00007740032,0.000146243,0.0001244352],"category_scores_gemma":[0.00001806904,0.00004297493,0.00006278003,0.0000321805,0.00004924218,0.00002758423,0.0000378756,0.0001013877,0.000002948415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009434869,"about_ca_system_score_gemma":0.00001082866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008592612,"about_ca_topic_score_gemma":0.000126461,"domain_scores_codex":[0.9993129,0.000007094783,0.0002698681,0.0002103249,0.0001288194,0.00007093143],"domain_scores_gemma":[0.999583,0.00004793885,0.0002075334,0.00002249573,0.00009516707,0.00004383243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004975289,0.0000251035,0.0007693144,0.0001667329,0.00009458594,4.605812e-7,0.0001378897,0.00003371761,0.6179984,0.2959384,0.0005667287,0.08421897],"study_design_scores_gemma":[0.001211098,0.00482651,0.03704897,0.002519249,0.0007831109,0.00003935434,0.002205886,0.03189285,0.09075576,0.042372,0.7826997,0.003645485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1532079,0.0008580866,0.0001214739,0.001573471,0.0001207616,0.0005024844,0.00007172271,0.0001774178,0.8433667],"genre_scores_gemma":[0.9657887,0.0002362444,0.0003096221,0.00005018905,0.00009846105,0.000001685485,0.00003343206,0.000001398199,0.03348032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8125808,"threshold_uncertainty_score":0.1752467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08470315557792324,"score_gpt":0.2288418320024883,"score_spread":0.144138676424565,"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."}}