{"id":"W3094629989","doi":"10.1002/mats.202000061","title":"Parameter Estimation in a PO3G Model with Temperature Effects","year":2020,"lang":"en","type":"article","venue":"Macromolecular Theory and Simulations","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"DuPont (Canada); Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermodynamics; Condensation polymer; Condenser (optics); Mass transfer; Kinetic energy; Evaporation; Estimation theory; Mathematics; Chemistry; Materials science; Applied mathematics; Biological system; Statistics; Catalysis; Organic chemistry; 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":[0.001144669,0.001127332,0.000987991,0.0006894952,0.0004157854,0.001138549,0.001085968,0.002087244,0.00210259],"category_scores_gemma":[0.003301901,0.0005170652,0.001174624,0.0006563056,0.0005279751,0.0008370162,0.0005267557,0.001090443,0.0004958778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008089588,"about_ca_system_score_gemma":0.0009944296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02422104,"about_ca_topic_score_gemma":0.008463583,"domain_scores_codex":[0.9997284,0.00008056103,0.00001232142,0.0001013799,0.00003158922,0.00004576587],"domain_scores_gemma":[0.9984809,0.001156571,0.00009063135,0.00008404266,0.0001546689,0.00003335916],"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":[0.00003063662,0.00001997924,0.001200758,0.00001747095,0.0000181827,0.0000240385,0.000006471436,0.9965328,0.0002829249,0.0002728968,0.0002181802,0.001375659],"study_design_scores_gemma":[0.00000795114,0.000007852363,0.0002589563,0.000002204135,0.000004369127,0.000004335717,0.00000316419,0.9991515,0.0001711201,0.0002756074,0.0001102165,0.000002758111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415468,0.0009530553,0.1423385,0.0008013253,0.00007589816,0.0001321479,0.007169663,0.001620989,0.005361643],"genre_scores_gemma":[0.9814095,0.0001291621,0.01169157,0.0001062663,0.00001158182,0.000156598,0.004556982,0.00009900692,0.001839207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422104,"threshold_uncertainty_score":0.04816008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00419648045291863,"score_gpt":0.1928685568634298,"score_spread":0.1886720764105111,"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."}}