{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005523533,0.0002958417,0.0005737033,0.0006424317,0.0002020352,0.0004080093,0.0006209861,0.0004926872,0.001380296],"category_scores_gemma":[0.0005924067,0.0002769616,0.0005679849,0.0005152448,0.000460735,0.000498838,0.0005489358,0.0007035157,0.0004106244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449527,"about_ca_system_score_gemma":0.0002591395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004143173,"about_ca_topic_score_gemma":0.0007858441,"domain_scores_codex":[0.9992777,0.0000736946,0.00007574631,0.0001386509,0.0003763649,0.00005792912],"domain_scores_gemma":[0.9996038,0.00009180878,0.000102752,0.000114966,0.00006222208,0.00002453913],"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":[0.0003899795,0.0000581423,0.0005108863,0.0001650785,0.00002425644,0.00008632983,0.00004106273,0.0009757068,0.9683924,0.000682892,0.000267207,0.0284061],"study_design_scores_gemma":[0.00006857353,0.0004167389,0.002992409,0.000005477572,0.00002808554,0.0003340899,0.000008608674,0.009193022,0.981119,0.0001109905,0.005697154,0.00002581409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6411101,0.002247259,0.3495711,0.0001300231,0.0002642676,0.0003999205,0.0004562114,0.001923785,0.003897259],"genre_scores_gemma":[0.8174263,0.0006355423,0.1777686,0.00007770363,0.00004350696,0.000153095,0.0003421685,0.0001181243,0.003435013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380296,"threshold_uncertainty_score":0.004617572,"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."}}