{"id":"W1984968229","doi":"10.3139/146.101540","title":"Post-optimization elimination of inverted miscibility gaps","year":2007,"lang":"en","type":"article","venue":"International Journal of Materials Research (formerly Zeitschrift fuer Metallkunde)","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Miscibility; Spinodal decomposition; Gibbs free energy; Materials science; Thermodynamics; Mixing (physics); Phase (matter); Entropy of mixing; Polymer; Organic chemistry; Physics; Chemistry","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":[0.0005319103,0.0006938315,0.0007406524,0.0004371495,0.0002810696,0.0005297915,0.0005951608,0.0003228791,0.003840445],"category_scores_gemma":[0.001575355,0.0002285444,0.0004137107,0.0003323884,0.000314863,0.0005319301,0.0004644923,0.0005290902,0.0005753318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769669,"about_ca_system_score_gemma":0.0009833978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662264,"about_ca_topic_score_gemma":0.002288094,"domain_scores_codex":[0.9997445,0.00006557796,0.00001480832,0.00003808552,0.0000818901,0.00005524146],"domain_scores_gemma":[0.9994428,0.0002136661,0.00006049884,0.0001214178,0.0001436167,0.00001804236],"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":[0.0004458897,0.0002398193,0.001923314,0.0002872586,0.00007767488,0.0001660818,0.00007820134,0.7405771,0.04004942,0.01604871,0.002889443,0.1972171],"study_design_scores_gemma":[0.00002053126,0.00009862618,0.0004061643,0.000007363883,0.00001462758,0.00003225132,0.00001641038,0.9731277,0.0228788,0.001854248,0.001532326,0.00001095594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3691456,0.0002849115,0.6120577,0.0002724913,0.0001006028,0.0001678525,0.0003691993,0.002825733,0.01477591],"genre_scores_gemma":[0.856672,0.00007506909,0.1386517,0.00007008689,0.00001900034,0.0001503254,0.000396026,0.0005208915,0.003444782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003840445,"threshold_uncertainty_score":0.0128476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544418273866252,"score_gpt":0.3508545341099741,"score_spread":0.3054103513713116,"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."}}