{"id":"W6907505390","doi":"10.24433/co.9351937.v1","title":"Delivery Drone Driving Cycle","year":2021,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Drone; Code (set theory); Interpolation (computer graphics); Propeller; Quadcopter","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001215912,0.0003632701,0.0004350362,0.0002695278,0.00005176005,0.00006659074,0.0003880167,0.0003223565,0.02222548],"category_scores_gemma":[0.00006241969,0.0004135826,0.0001438051,0.000263443,0.00008630034,0.00003165724,0.000242253,0.0003184397,0.01140133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543077,"about_ca_system_score_gemma":0.0001206395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253973,"about_ca_topic_score_gemma":0.001056984,"domain_scores_codex":[0.9983651,0.00008535903,0.0001911434,0.0005829,0.0003473448,0.0004281443],"domain_scores_gemma":[0.9987217,0.00003273227,0.0001984237,0.0008539665,0.0000422423,0.0001509936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002098587,0.00005173682,0.001050103,0.00007363582,0.0001196229,0.0001535206,0.00004733239,0.000008351157,0.0006231651,0.00010105,0.997346,0.0004233635],"study_design_scores_gemma":[0.0003024049,0.000009640577,0.0004183829,0.0008435262,0.00007456241,0.00002172862,0.00003917771,0.0002208745,0.0001485136,0.00004846899,0.9973531,0.0005196647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002731657,0.005741767,0.00005060086,0.00002796347,0.0005969467,0.0001935375,0.000282873,0.001022934,0.9893517],"genre_scores_gemma":[0.01145033,0.0001509246,0.000937547,0.00009205699,0.0009468363,0.000002675717,0.0004763035,0.00349931,0.982444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01082415,"threshold_uncertainty_score":0.9998316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412052784291772,"score_gpt":0.2466515048727455,"score_spread":0.2325309770298277,"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."}}