{"id":"W2902108233","doi":"","title":"Library Resource Centre: EAG Canada Allocate Software Help: Step 4: Saving Your Selections","year":2015,"lang":"en","type":"article","venue":"","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Software; Computer science; Resource (disambiguation); Business; Operating system","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":[0.00008069942,0.0001874985,0.0001497522,0.0001491807,0.000256524,0.0008437377,0.0008091024,0.00005395657,0.000124533],"category_scores_gemma":[0.00009545135,0.0001675562,0.00004506568,0.001291404,0.00002127485,0.002526925,0.0005265226,0.0001324225,0.00006571534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203852,"about_ca_system_score_gemma":0.002069664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01867468,"about_ca_topic_score_gemma":0.0333649,"domain_scores_codex":[0.9983477,0.0000576268,0.0002600123,0.0004117478,0.0004996161,0.0004232877],"domain_scores_gemma":[0.9989603,0.000104638,0.00007094676,0.0003448449,0.00005943338,0.0004598008],"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":[0.000009277588,0.00003022207,0.02159332,0.000005640543,0.00002368922,0.0000283592,0.0003826222,0.00018958,0.000003302365,0.002266223,0.9649138,0.01055392],"study_design_scores_gemma":[0.0002971176,0.00003008704,0.002589394,0.00001284624,0.000002564017,0.00002273836,0.0003486442,0.002661329,0.0007353318,0.000561621,0.9924385,0.0002998576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05857384,0.0007637091,0.1328171,0.0258186,0.002093019,0.0006943753,0.00001905253,0.004893507,0.7743267],"genre_scores_gemma":[0.2387779,0.00001086525,0.08067372,0.007996946,0.0003183929,0.00001967357,0.00004451948,0.00005610784,0.6721019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1802041,"threshold_uncertainty_score":0.9878601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070611807806938,"score_gpt":0.1905377357128871,"score_spread":0.1698316176348177,"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."}}