{"id":"W7096243776","doi":"","title":"FROM THE LIBRARY DIRECTOR","year":2004,"lang":"en","type":"article","venue":"","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interlibrary loan; Citation; Index (typography); Cover (algebra); Quarter (Canadian coin)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001340131,0.0009237539,0.0007380747,0.001992699,0.00345169,0.009552124,0.001210165,0.00281117,0.7893954],"category_scores_gemma":[0.005515025,0.0004831359,0.0004609683,0.001848116,0.0005170418,0.004105999,0.004396367,0.002996173,0.6805242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330784,"about_ca_system_score_gemma":0.004945249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405189,"about_ca_topic_score_gemma":0.009592046,"domain_scores_codex":[0.998193,0.0001900672,0.0001328075,0.0003882266,0.0008550185,0.0002410358],"domain_scores_gemma":[0.9958038,0.0002339872,0.0001359272,0.0003066197,0.001809895,0.001709918],"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":[0.00001109738,0.00001267982,0.00008482497,0.00003033396,7.24521e-7,0.00004065284,0.00003018971,0.000005930517,0.00005499778,0.0007252922,0.9755962,0.02340711],"study_design_scores_gemma":[0.000002327101,0.000004196815,0.0001302782,0.00002077648,7.404074e-7,0.00005191816,0.00006650845,0.000007898371,0.00002616665,0.00009950993,0.999587,0.000002724411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008936728,0.003660931,0.000888915,0.04060263,0.0137561,0.0003284372,0.003166038,0.003944089,0.9327592],"genre_scores_gemma":[0.00112507,0.0007537302,0.0002730503,0.004730537,0.0009407716,0.00004063441,0.0005928298,0.0002352766,0.991308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2106046,"threshold_uncertainty_score":0.3004019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932412557754042,"score_gpt":0.1758501429154631,"score_spread":0.1665260173379227,"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."}}