{"id":"W1968834668","doi":"10.1063/1.3578175","title":"Acousto-spinodal decomposition of compressible polymer solutions: Early stage analysis","year":2011,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Spinodal decomposition; Spinodal; Compressibility; Structure factor; Thermodynamics; Statistical physics; Materials science; Physics; Phase (matter); Condensed matter physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149835,0.00007955905,0.0002476275,0.00003254022,0.00004922588,0.00001701085,0.0003273118,0.00003430571,0.0002102728],"category_scores_gemma":[0.00000706333,0.000049726,0.0001332581,0.0001521173,0.0001599402,0.0001680214,0.00007549689,0.00009361521,0.000007640544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695072,"about_ca_system_score_gemma":0.00002635699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202322,"about_ca_topic_score_gemma":0.000001002672,"domain_scores_codex":[0.999145,0.00007447471,0.0003550276,0.00005709884,0.0002292261,0.0001391801],"domain_scores_gemma":[0.9991838,0.00003415687,0.0004103867,0.0001710364,0.0001547711,0.00004586789],"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":[0.0002175442,0.00008717858,0.00006178892,0.00001492338,0.00008017791,6.557553e-7,0.0005175966,0.0001078767,0.9979947,0.000784839,0.00003008271,0.0001026949],"study_design_scores_gemma":[0.0001475658,0.00007623421,0.0008560677,0.00002092984,0.0003032771,0.000003359157,0.00003110313,0.0007706341,0.9950351,0.00268466,0.00000558279,0.00006555858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944422,0.0001970795,0.004699063,0.00002655557,0.0001155795,0.00003195823,0.00002734887,0.000006009726,0.0004542161],"genre_scores_gemma":[0.999224,0.00002323597,0.0005720443,0.00002650174,0.0001044782,5.56529e-7,0.000001857768,0.000006731956,0.00004060001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004781804,"threshold_uncertainty_score":0.230234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642165526010502,"score_gpt":0.2529390024858995,"score_spread":0.2165173472257944,"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."}}