{"id":"W2662176525","doi":"","title":"Library Services: EAG Canada Allocate Software Help: Step 2: Choose Output Type","year":2015,"lang":"en","type":"article","venue":"","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Software; Business; Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000175881,0.0001355776,0.000143413,0.00007570853,0.0000876436,0.0006552764,0.001820756,0.0000468253,0.00007581031],"category_scores_gemma":[0.00001239097,0.0001021192,0.00002555066,0.0007348451,0.0000176629,0.01198689,0.0004805739,0.00007651583,0.0006836955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003669267,"about_ca_system_score_gemma":0.001711271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06320921,"about_ca_topic_score_gemma":0.008774328,"domain_scores_codex":[0.9985113,0.00003936226,0.0003158837,0.0002513519,0.0005726349,0.0003095013],"domain_scores_gemma":[0.9987594,0.00002856076,0.0001027934,0.0006137968,0.0001043306,0.0003910561],"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":[0.000008316125,0.00002361745,0.02224853,0.00006574453,0.00001775611,0.00002814237,0.003639607,0.0004446525,0.000003790616,0.006684481,0.9402221,0.02661326],"study_design_scores_gemma":[0.0002762837,0.00006372012,0.002551287,0.00002579979,7.356009e-7,0.00001960243,0.001343214,0.04387258,0.0003662815,0.0002893635,0.9509125,0.0002786076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1481806,0.001262522,0.2859291,0.0257938,0.01761002,0.001564975,0.00005593699,0.004936842,0.5146661],"genre_scores_gemma":[0.787582,0.00002232075,0.05441361,0.05727776,0.0004290429,0.00001715461,0.00007979167,0.00002927388,0.100149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6394014,"threshold_uncertainty_score":0.943029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189138114278363,"score_gpt":0.1943549782831176,"score_spread":0.172463597140334,"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."}}