{"id":"W1920354612","doi":"10.1039/c5sm00852b","title":"Kinetic attractor phase diagrams of active nematic suspensions: the dilute regime","year":2015,"lang":"en","type":"article","venue":"Soft Matter","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Attractor; Liquid crystal; Polar; Kinetic energy; Phase (matter); Phase diagram; Thermodynamics; Physics; Statistical physics; Classical mechanics; Condensed matter physics; Mathematics; Mathematical analysis; Quantum mechanics","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":[0.0001193689,0.0001944144,0.0002027514,0.0005407425,0.0002604853,0.0005260156,0.000200223,0.0003182619,0.0006818609],"category_scores_gemma":[0.0004750723,0.0001768271,0.0002541142,0.000190924,0.0003925936,0.0004840693,0.0002365035,0.0003145255,0.00006077119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398032,"about_ca_system_score_gemma":0.0002846794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145236,"about_ca_topic_score_gemma":0.001524134,"domain_scores_codex":[0.9999733,0.000005417182,0.000002038642,0.000005993119,0.000008007818,0.000005319888],"domain_scores_gemma":[0.9998934,0.00004508067,0.0000194716,0.00000670398,0.00001684853,0.00001859365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001544549,0.0001087611,0.004526468,0.00009048539,0.00006308073,0.0002323293,0.0003826498,0.8152083,0.1072028,0.06203233,0.00057045,0.009427904],"study_design_scores_gemma":[0.00002030025,0.00002123048,0.0009455734,0.000004302001,0.000005488188,0.00001575013,0.00001829164,0.985713,0.006990775,0.005722397,0.0005313464,0.000011592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534376,0.0001543321,0.04100771,0.0001327681,0.00001361166,0.00002671614,0.000176066,0.0001559788,0.004895296],"genre_scores_gemma":[0.9934797,0.00007894353,0.005458953,0.00001979558,0.000004086713,0.000027877,0.0001462543,0.00002234313,0.0007620298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002145236,"threshold_uncertainty_score":0.004265487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783479426691541,"score_gpt":0.2829991603813727,"score_spread":0.2551643661144573,"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."}}