{"id":"W7125899510","doi":"10.1109/eeps68057.2025.11351703","title":"Single Accordion Origami Structure for Harvesting Wave Energy","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Python (programming language); Accordion; Renewable energy; Volume (thermodynamics); Kinetic energy; Electricity; Topology (electrical circuits)","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":[0.00005822765,0.0001781814,0.000121324,0.0001189674,0.0002342405,0.000504682,0.0003098746,0.0003507636,0.002194582],"category_scores_gemma":[0.0001458131,0.0001272959,0.0002209632,0.0001088856,0.0002897683,0.0005927752,0.0003279687,0.0004019473,0.0004946096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019405,"about_ca_system_score_gemma":0.000114243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427316,"about_ca_topic_score_gemma":0.0002960669,"domain_scores_codex":[0.999965,0.000003046614,0.00000137448,0.000008890999,0.0000158884,0.000005800322],"domain_scores_gemma":[0.9999723,0.000009281997,0.000005198105,0.000005217893,0.000004205056,0.000003771995],"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":[0.00006258251,0.00007867006,0.0004700808,0.0002417916,0.00001666132,0.0003080707,0.0002783959,0.1131788,0.5729153,0.2580556,0.001786258,0.05260792],"study_design_scores_gemma":[0.00002213204,0.0004241118,0.000769753,0.00007748638,0.0000269098,0.0004217181,0.0001742136,0.7047254,0.1867437,0.05472513,0.05183326,0.00005605875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4531312,0.001659954,0.4648975,0.0007113784,0.0004899712,0.00006848077,0.0002332245,0.0003908105,0.07841754],"genre_scores_gemma":[0.9169798,0.0007384765,0.06925881,0.0001471257,0.00004547185,0.00007887952,0.000127739,0.0000580788,0.01256566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002194582,"threshold_uncertainty_score":0.007341623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720561194248964,"score_gpt":0.2106158983629177,"score_spread":0.193410286420428,"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."}}