{"id":"W6930626648","doi":"10.5281/zenodo.12669938","title":"BundleAdjustmentModels.jl: Julia repository of bundle adjustment problems","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bundle; Calculus (dental); Set (abstract data type); Sequence (biology)","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":[0.008786133,0.003824622,0.002457101,0.002981461,0.0009519703,0.00622808,0.006437681,0.003139563,0.2845666],"category_scores_gemma":[0.04029177,0.003955883,0.003602834,0.005570834,0.0007978871,0.005734704,0.005141716,0.006311068,0.2851214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764285,"about_ca_system_score_gemma":0.00494631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007678668,"about_ca_topic_score_gemma":0.009672833,"domain_scores_codex":[0.9957624,0.001580988,0.0005015016,0.0005857506,0.001309444,0.0002599213],"domain_scores_gemma":[0.9820748,0.008420723,0.000903777,0.005257772,0.002817754,0.0005251751],"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":[0.00007312586,0.0000685152,0.0005276069,0.0005046861,0.0001500107,0.00004985704,0.000074741,0.008071297,0.00009831924,0.04753656,0.8458176,0.09702769],"study_design_scores_gemma":[0.0002710749,0.0000485505,0.0009080875,0.0005274942,0.0001227327,0.0001926319,0.00004553657,0.07352838,0.0008854535,0.3253393,0.5980193,0.0001113623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0005282759,0.003449963,0.7597514,0.003665117,0.0008797481,0.0003173943,0.1166907,0.07876528,0.0359522],"genre_scores_gemma":[0.03192316,0.007472623,0.5275448,0.002112328,0.001408524,0.003219584,0.272691,0.07976216,0.07386583],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2845666,"threshold_uncertainty_score":0.95197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3253792295980951,"score_gpt":0.4292610397571606,"score_spread":0.1038818101590656,"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."}}