{"id":"W2137834535","doi":"10.1139/cjz-2012-0198","title":"Exploring the mechanics of thunniform propulsion: a model study","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Brandeis University","keywords":"Propulsion; Thrust; Mechanics; Propulsive efficiency; Drag; Lift (data mining); Marine engineering; Range (aeronautics); Specific impulse; Physics; Aerospace engineering; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002797762,0.000102537,0.0002186688,0.0001995676,0.00006637442,0.00001756257,0.0003195509,0.00005498578,0.0002277137],"category_scores_gemma":[0.00002842983,0.00006578504,0.00006620051,0.0001427902,0.00002712794,0.0001578858,0.00001289599,0.0002479516,0.0000231082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004941309,"about_ca_system_score_gemma":0.0001591565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021766,"about_ca_topic_score_gemma":0.005170567,"domain_scores_codex":[0.9991801,0.0000334552,0.0003747299,0.00006023204,0.0001103851,0.0002410849],"domain_scores_gemma":[0.9993312,0.00002651334,0.00008466173,0.0001788326,0.0001416166,0.0002371206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001685599,0.0004253949,0.01049289,0.0005587498,0.002196004,0.0009529212,0.06383612,0.1238269,0.1010431,0.05340669,0.02752888,0.6155638],"study_design_scores_gemma":[0.00610342,0.007067456,0.0274759,0.0004246178,0.0007795659,0.002096193,0.02853866,0.6170039,0.07630566,0.2268843,0.005243714,0.002076705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931408,0.0002584846,0.004206582,0.0004942452,0.001156149,0.0002480214,0.000002726561,0.000009076156,0.0004838925],"genre_scores_gemma":[0.9984746,0.00002742918,0.001284316,0.00004989655,0.00007442461,0.00001472442,2.692948e-7,0.00001762925,0.00005669739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6134871,"threshold_uncertainty_score":0.2885298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990440473505046,"score_gpt":0.2057903318170926,"score_spread":0.1558859270820421,"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."}}