{"id":"W2787586568","doi":"10.20944/preprints201802.0035.v1","title":"Power Limit for Crosswind Kite Systems","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Crosswind; Kite; Wind power; Mechanics; Wind speed; Power (physics); Marine engineering; Physics; Meteorology; Mathematics; Engineering; Geometry; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006732356,0.0007168905,0.0008137167,0.0001822622,0.0001183181,0.0001171025,0.0008029687,0.000888089,0.0001545422],"category_scores_gemma":[0.0001388035,0.0007823031,0.0003692532,0.0001325891,0.00007991173,0.0001059529,0.0006180698,0.0007669515,0.001469469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083427,"about_ca_system_score_gemma":0.00006249142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009795107,"about_ca_topic_score_gemma":0.000006733589,"domain_scores_codex":[0.9971877,0.00004112563,0.0007189424,0.0009262745,0.0003419509,0.000784035],"domain_scores_gemma":[0.9974625,0.00009340845,0.0001580524,0.001811915,0.000208031,0.0002661615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002663515,0.00004023522,0.02382313,0.00213515,0.0006303001,0.000009497905,0.001033133,0.9611836,0.005648573,0.0004342263,0.004993737,0.000041774],"study_design_scores_gemma":[0.001662924,0.0001122314,0.06085748,0.003079805,0.0002581816,0.00006269416,0.0003414426,0.2198237,0.03153879,0.0003674491,0.6776027,0.00429258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346565,0.001503109,0.02158109,0.00004988428,0.01649543,0.001246218,0.0001572803,0.00259363,0.02171686],"genre_scores_gemma":[0.9897207,0.00009659951,0.0003258354,0.00001346833,0.001521369,0.0008522966,0.0000818557,0.0002951694,0.007092683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7413599,"threshold_uncertainty_score":0.9994628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06823503665665294,"score_gpt":0.2891497307522655,"score_spread":0.2209146940956125,"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."}}