{"id":"W2270874886","doi":"10.1149/ma2013-02/15/1391","title":"Physical Theory of Ionomer Aggregation in Water","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ionomer; Materials science; Composite material; Polymer","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":[0.0001974318,0.0003401687,0.0005520312,0.0005780708,0.0004989298,0.0005070954,0.000841305,0.0005732499,0.008875246],"category_scores_gemma":[0.0004399905,0.0001534771,0.0004293441,0.0003030872,0.0006163125,0.00113333,0.0005492315,0.0006734764,0.001102372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532802,"about_ca_system_score_gemma":0.0002661143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326827,"about_ca_topic_score_gemma":0.0007864603,"domain_scores_codex":[0.9998988,0.0000137125,0.000003962713,0.00001599229,0.00004431483,0.00002319354],"domain_scores_gemma":[0.9999259,0.0000242496,0.000007954448,0.000009544447,0.00002075403,0.00001165531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001230653,0.0001052053,0.0007449643,0.0005278562,0.00006621636,0.0008478394,0.0001803029,0.1097331,0.03691366,0.8089412,0.02152919,0.02028744],"study_design_scores_gemma":[0.00005076116,0.0001377883,0.001551402,0.00005055868,0.00003648565,0.0003077062,0.00006874578,0.5777339,0.01027946,0.3902749,0.01946544,0.00004299536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3228321,0.02117757,0.3650872,0.0161428,0.005081069,0.0002553777,0.001273292,0.0009894182,0.2671612],"genre_scores_gemma":[0.9345814,0.005598163,0.009272384,0.000732891,0.0006832077,0.0001124869,0.0002652928,0.0001224481,0.04863176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008875246,"threshold_uncertainty_score":0.02969068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008285607644504492,"score_gpt":0.2313343062812263,"score_spread":0.2230486986367218,"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."}}