{"id":"W7128100753","doi":"","title":"The Polymerization and Application of Silicone Microemulsions in the Development of Nanostructured Materials","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microemulsion; Silicone; Polymerization; Elastomer; Nanoparticle; Vulcanization; Silicone oil","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":[0.0002691266,0.0002760094,0.0001450004,0.0003387084,0.0001965427,0.0003679358,0.0001599037,0.0003572607,0.001004511],"category_scores_gemma":[0.0001990681,0.000274568,0.000325713,0.0002152897,0.0002232809,0.0003344746,0.0002801546,0.0005468195,0.0005193101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969044,"about_ca_system_score_gemma":0.000336098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178874,"about_ca_topic_score_gemma":0.0004144729,"domain_scores_codex":[0.9998685,0.00001378171,0.000009932436,0.0000340857,0.00006063293,0.00001306436],"domain_scores_gemma":[0.9999347,0.00002248356,0.00001629581,0.000005482954,0.00001410421,0.000006994692],"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":[0.00001461249,0.00002647015,0.00009972901,0.0004416255,0.000004341196,0.0001246062,0.000110652,0.0004522638,0.9732651,0.001918077,0.0002101006,0.0233325],"study_design_scores_gemma":[0.000005064652,0.0002254787,0.0004433379,0.00006536927,0.000009270937,0.000315244,0.00002783928,0.0009092202,0.9699072,0.0003613942,0.02772092,0.000009702228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5984142,0.1496639,0.1820799,0.001823181,0.0008645459,0.000589333,0.0004372039,0.0007303531,0.06539743],"genre_scores_gemma":[0.7478544,0.09856485,0.1118806,0.0004460019,0.0001245269,0.0002792038,0.0002665474,0.00008927881,0.04049469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001004511,"threshold_uncertainty_score":0.00336045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004738929048826133,"score_gpt":0.1875572497611502,"score_spread":0.1828183207123241,"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."}}