{"id":"W2611157750","doi":"","title":"Chariklo's size, shape and orientation from stellar occultations","year":2015,"lang":"en","type":"preprint","venue":"Open Repository and Bibliography (University of Liège)","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Camosun College","funders":"","keywords":"Orientation (vector space); Astronomy; Geodesy; Geology; Remote sensing; Computer science; Artificial intelligence; Geometry; Computer vision; Physics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009532119,0.0001658759,0.0003184054,0.001053302,0.0009088505,0.0002852935,0.0002809788,0.00008649693,0.0001951675],"category_scores_gemma":[4.990724e-7,0.0001588753,0.0001027888,0.0005136111,0.0005209415,0.0003015179,0.0008103679,0.0001892883,0.000002318209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000089949,"about_ca_system_score_gemma":0.00002434948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01775627,"about_ca_topic_score_gemma":0.0004128208,"domain_scores_codex":[0.9991498,0.00006392324,0.0001414176,0.0003655342,0.0001721002,0.0001072071],"domain_scores_gemma":[0.9992244,0.00009790447,0.0002116113,0.0001448636,0.0002091078,0.0001120896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001034767,0.000700164,0.4202682,0.0008878079,0.002727049,0.0001985954,0.350404,0.00002440301,0.001259793,0.01410053,0.2017651,0.006629622],"study_design_scores_gemma":[0.003920423,0.001080812,0.4963421,0.001061909,0.00210187,0.00001328433,0.09336875,0.0003708425,0.000148827,0.02918727,0.3699766,0.002427249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501395,0.002936827,0.00001313493,0.0004591781,0.000501656,0.0003516216,0.0003074282,0.00003630514,0.04525434],"genre_scores_gemma":[0.9934522,0.002174127,0.0005349207,0.00003370491,0.0001644865,0.000001318556,0.00005446201,0.000006632813,0.00357814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570352,"threshold_uncertainty_score":0.9887846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230529998842306,"score_gpt":0.2253493122669345,"score_spread":0.1830440122785115,"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."}}