{"id":"W2013188891","doi":"10.1115/smasis2012-7913","title":"Two-Phase Solid-Fluid Mathematical Model of Yield Stress Fluids","year":2012,"lang":"en","type":"article","venue":"Volume 2: Mechanics and Behavior of Active Materials; Integrated System Design and Implementation; Bio-Inspired Materials and Systems; Energy Harvesting","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fluid mechanics; Mechanics; Work (physics); Mathematical model; Continuum mechanics; Phase (matter); Computer science; Classical mechanics; Thermodynamics; Physics","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":[0.0003475078,0.0007516053,0.0007470064,0.0009118085,0.0005173509,0.001111805,0.001295641,0.001382823,0.002059567],"category_scores_gemma":[0.0008080085,0.0003177771,0.0007943208,0.0006608687,0.001194488,0.001631326,0.0009544393,0.0009248336,0.0008103387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005937393,"about_ca_system_score_gemma":0.0009440608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045007,"about_ca_topic_score_gemma":0.0006359645,"domain_scores_codex":[0.9996918,0.0000726496,0.00001892238,0.0000554958,0.0001377165,0.00002327317],"domain_scores_gemma":[0.9997517,0.00007982597,0.00005218546,0.00002932928,0.0000663579,0.00002051223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002520688,0.00008667159,0.0002591317,0.0001522161,0.00001679456,0.0002490043,0.0001762834,0.3479533,0.02172552,0.6211888,0.0006812105,0.007485891],"study_design_scores_gemma":[0.000009493084,0.00003036695,0.00005544684,0.00001006976,0.000005675005,0.00008784756,0.00001542578,0.9511451,0.002536828,0.04072137,0.00537027,0.00001213068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01804148,0.0006390654,0.9681989,0.0002960197,0.0001069749,0.00007283104,0.0001260567,0.0001206809,0.01239803],"genre_scores_gemma":[0.6880293,0.002162489,0.270575,0.0002725369,0.0002310595,0.0007068582,0.0003367412,0.0001301041,0.03755587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002059567,"threshold_uncertainty_score":0.006889999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831877635116738,"score_gpt":0.289694686654798,"score_spread":0.2513759103036307,"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."}}