{"id":"W1970387308","doi":"10.1115/smasis2008-519","title":"Development of Two Part Porous Shape Memory Polymer Nanocomposites","year":2008,"lang":"en","type":"article","venue":"","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Porosity; Composite material; Shape-memory polymer; Saturation (graph theory); Nanocomposite; Polymer; Actuator; Porous medium; Computer science","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":[0.0001198801,0.0003104684,0.0002056624,0.0002262818,0.0001058708,0.0003151841,0.0002823744,0.0003308664,0.0008307244],"category_scores_gemma":[0.0002678848,0.0001907359,0.0002018669,0.0001015771,0.0001460445,0.0003258295,0.0002501713,0.0004049526,0.0002314868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390363,"about_ca_system_score_gemma":0.0001394828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001740619,"about_ca_topic_score_gemma":0.000389443,"domain_scores_codex":[0.9999002,0.000007416746,0.000007836918,0.00002857509,0.00003566954,0.000020213],"domain_scores_gemma":[0.9998223,0.00003288785,0.00004314912,0.0000162111,0.00003866631,0.00004684025],"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":[0.0000218471,0.00002101627,0.00002980324,0.00002254503,0.000002145647,0.00002439497,0.000009204928,0.0001061802,0.9977084,0.00006459405,0.00001134461,0.001978468],"study_design_scores_gemma":[0.000006220052,0.0001728703,0.0003609884,0.000001569433,0.00000530125,0.00009159838,0.000004976976,0.001006037,0.997647,0.00001495862,0.0006850749,0.000003392845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777245,0.0008356482,0.01848683,0.00006219935,0.00003731596,0.00007639677,0.0001178747,0.0003099879,0.002349352],"genre_scores_gemma":[0.9828944,0.0003548589,0.01348371,0.00002322411,0.000007703168,0.00006824112,0.0001038054,0.00003285803,0.003031045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008307244,"threshold_uncertainty_score":0.002779007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672135591840514,"score_gpt":0.2493073676039725,"score_spread":0.2225860116855673,"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."}}