{"id":"W2621914736","doi":"10.1002/aic.15820","title":"Heat assisted twin screw dry granulation","year":2017,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Granulation; Materials science; Barrel (horology); Composite material; Polymer; Sintering; Porosity; Breakage; Moisture; Granule (geology); Glass transition","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":[0.0003063365,0.0001165282,0.0001560739,0.00007017361,0.0004488545,0.0003018463,0.0002610243,0.0000915259,0.0001531357],"category_scores_gemma":[0.00004609438,0.000104716,0.0001059033,0.00003602955,0.00002888029,0.0003424477,0.00002296623,0.0003348034,0.0001067569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004629159,"about_ca_system_score_gemma":0.00001518088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001334055,"about_ca_topic_score_gemma":0.000009566356,"domain_scores_codex":[0.9992809,0.00002423332,0.0001983887,0.00007617055,0.000185533,0.0002348202],"domain_scores_gemma":[0.9994724,0.00001279806,0.00002461688,0.0003173841,0.00004681469,0.0001259766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008091456,0.0001032569,0.190262,0.00007777755,0.0004774264,0.0002321129,0.0004735813,0.001647471,0.5761696,0.0004501983,0.05626624,0.1737594],"study_design_scores_gemma":[0.0026633,0.00005926892,0.9095042,0.0001234938,0.0001226908,0.0004718993,0.0000237493,0.03091633,0.03014381,0.0008771617,0.02459984,0.0004942319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711198,0.0008703994,0.01793235,0.0003947233,0.001425174,0.00007317059,0.000003883335,0.0001439935,0.008036521],"genre_scores_gemma":[0.9977027,0.0001367964,0.001316749,0.0000570251,0.0006521932,0.00000144472,0.000004652316,0.00002685477,0.0001016202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7192422,"threshold_uncertainty_score":0.4270193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858960201266716,"score_gpt":0.2446246077907494,"score_spread":0.2260350057780823,"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."}}