{"id":"W1986205454","doi":"10.3109/03639045.2013.845839","title":"Influence of filler selection on twin screw foam granulation","year":2013,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Dow Chemical Company","keywords":"Granulation; Materials science; Composite material; Extrusion; Plastics extrusion; Microcrystalline cellulose; Wetting; Absorption of water; Agglomerate; Filler (materials); Chemical engineering; Cellulose","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005130187,0.0002763865,0.0004613518,0.0002926345,0.0001858632,0.0006261644,0.0002642051,0.0003028657,0.001035998],"category_scores_gemma":[0.001222848,0.000184394,0.0002674994,0.0003051394,0.0002443458,0.0004366758,0.0003071653,0.000316385,0.0002899855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781177,"about_ca_system_score_gemma":0.0001435871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005598168,"about_ca_topic_score_gemma":0.0009319005,"domain_scores_codex":[0.9992905,0.0001071734,0.0001050176,0.0001694819,0.0002302682,0.00009745752],"domain_scores_gemma":[0.999008,0.0005113839,0.0002340833,0.00007466541,0.0001225122,0.00004929813],"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":[0.0003258707,0.00006039441,0.0005699254,0.00008760659,0.00001222179,0.0001431193,0.00008272733,0.0005123924,0.9927679,0.00008138466,0.00002983156,0.00532658],"study_design_scores_gemma":[0.0000126851,0.0005404641,0.001828245,0.000005294235,0.00002796135,0.00009267808,0.00002365779,0.001989717,0.9946883,0.00001558614,0.0007662443,0.000009211655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963908,0.0005831858,0.002039498,0.00001490654,0.00001847995,0.00002366184,0.00005429306,0.0000802033,0.0007948636],"genre_scores_gemma":[0.9964991,0.0002844091,0.002597692,0.00001701039,0.000007923652,0.00001571117,0.00007272119,0.00004644405,0.0004588509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035998,"threshold_uncertainty_score":0.003465712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387397866422199,"score_gpt":0.2788529452611103,"score_spread":0.2349789665968883,"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."}}