{"id":"W6931662913","doi":"10.5281/zenodo.7444181","title":"Velocity Kinks: Reliable Signposts of Planets in Disks?","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Planet; Kinematics; Spiral (railway); Observable; Spiral galaxy; Radial velocity; Work (physics)","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":[0.0003143861,0.0003048225,0.0002950938,0.0009455424,0.0004432117,0.001303198,0.0004188105,0.0006437804,0.001939071],"category_scores_gemma":[0.002477118,0.0002140402,0.0001078005,0.0004794754,0.0007804564,0.001080847,0.0006627659,0.0005385238,0.0007034946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002925436,"about_ca_system_score_gemma":0.0001568833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005090912,"about_ca_topic_score_gemma":0.0007001995,"domain_scores_codex":[0.9997321,0.00003236474,0.00001560743,0.0001050748,0.00005578235,0.00005906135],"domain_scores_gemma":[0.9985422,0.0004024888,0.000508534,0.0003072313,0.0001114664,0.0001281385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008174639,0.00005188409,0.1075544,0.0002649464,0.00003421143,0.001196747,0.0007226685,0.001217559,0.8244693,0.006743856,0.0008328396,0.05609402],"study_design_scores_gemma":[0.00006205735,0.0004461329,0.4885471,0.000116311,0.0000888272,0.005306893,0.002109296,0.01319042,0.4474295,0.02510554,0.01744662,0.0001512221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782114,0.00140967,0.01431766,0.0002041851,0.0000691511,0.00002033838,0.0007303077,0.0006174248,0.004419799],"genre_scores_gemma":[0.9954699,0.0001870157,0.003479101,0.00002944065,0.00001320178,0.000008140294,0.000264467,0.00004969179,0.0004991214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939071,"threshold_uncertainty_score":0.006486773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974317599367009,"score_gpt":0.2318828919151181,"score_spread":0.212139715921448,"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."}}