{"id":"W2108888746","doi":"10.1177/0954008308101051","title":"Fabrication and Analysis of Porous Shape Memory Polymer and Nanocomposites","year":2009,"lang":"en","type":"article","venue":"High Performance Polymers","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Porosity; Composite material; Organoclay; Shape-memory polymer; Fabrication; Polymer; Saturation (graph theory); Nanocomposite; Actuator; Porous medium","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":[0.000154758,0.0001710518,0.0003621618,0.0003271603,0.000186946,0.00005165303,0.0001478168,0.00006461651,0.0001923238],"category_scores_gemma":[0.000004290492,0.0001554741,0.00004757481,0.0004999221,0.0001336257,0.0003090336,0.00004679858,0.00006302594,0.000005241421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633804,"about_ca_system_score_gemma":0.00001982672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118826,"about_ca_topic_score_gemma":0.000003808304,"domain_scores_codex":[0.9988045,0.00003449176,0.0003326731,0.0003185553,0.0002150948,0.0002946639],"domain_scores_gemma":[0.9993865,0.00004548932,0.0001778004,0.0002367065,0.0000396418,0.0001138653],"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":[0.00005478137,0.00004191064,0.01489813,0.00002427217,0.0000627044,0.000001040219,0.0005966517,0.00007816581,0.9459773,0.0001992273,0.00001002145,0.03805575],"study_design_scores_gemma":[0.0002716348,0.0001606827,0.2527566,0.00002127959,0.0003507588,0.000009092224,0.00006224289,0.0242685,0.721878,0.000006705878,0.00001427724,0.000200217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925394,0.006451981,0.00007214193,0.0002333575,0.00009362131,0.00008718571,0.00002028362,0.00005428056,0.0004477625],"genre_scores_gemma":[0.9984178,0.0004023104,0.0006408286,0.0003416726,0.00004053551,0.00000405781,0.00002201808,0.000008877151,0.0001219261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378585,"threshold_uncertainty_score":0.6340051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007613596462663163,"score_gpt":0.2213619499046066,"score_spread":0.2137483534419435,"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."}}