{"id":"W6968186371","doi":"10.5281/zenodo.13941992","title":"Streaktools","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Calibration; Satellite; Python (programming language); Theodolite; Earth observation satellite","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":[0.001780271,0.0030889,0.001958924,0.00217032,0.001128857,0.003320204,0.005321155,0.001432638,0.1646791],"category_scores_gemma":[0.006040627,0.002140987,0.002684314,0.001721447,0.001059816,0.003181473,0.005455362,0.004207053,0.1149552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274501,"about_ca_system_score_gemma":0.002513525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007125064,"about_ca_topic_score_gemma":0.009483939,"domain_scores_codex":[0.9987552,0.0001659017,0.0001070499,0.00023582,0.0004920571,0.0002439335],"domain_scores_gemma":[0.9981089,0.0005927214,0.0001257343,0.0005354802,0.000423022,0.0002141822],"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":[0.0004693435,0.0002277761,0.00162584,0.001227345,0.0002113878,0.0002345555,0.0003418682,0.008690652,0.004287025,0.02436601,0.8908875,0.06743078],"study_design_scores_gemma":[0.0005159348,0.00004591221,0.002366364,0.0002787837,0.00009148051,0.000323849,0.00008672789,0.06972694,0.01884005,0.04794493,0.8594751,0.000303914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001761692,0.0001726523,0.1690878,0.000222042,0.0002136343,0.0002307404,0.06332158,0.7433691,0.02162084],"genre_scores_gemma":[0.03148483,0.0004572746,0.1793005,0.001374941,0.0001529596,0.001667857,0.1688741,0.5650273,0.05166023],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1646791,"threshold_uncertainty_score":0.5509064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810237467374743,"score_gpt":0.2635314346743199,"score_spread":0.2254290600005724,"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."}}