{"id":"W7099819829","doi":"","title":"Prepared by:","year":2009,"lang":"en","type":"article","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Mandate; Enterprise planning system; Enterprise system; Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000136148,0.00002850975,0.00003100493,0.000009798226,0.00008554159,0.0002130839,0.00005354614,0.000006820373,0.01723736],"category_scores_gemma":[8.301542e-7,0.00001954295,0.00001332558,0.000006214249,0.00001295103,0.0007880683,0.00000486386,0.00001221019,0.0003101925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001532899,"about_ca_system_score_gemma":0.000003206747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000293109,"about_ca_topic_score_gemma":0.00001555899,"domain_scores_codex":[0.9997993,0.000001772989,0.00007136807,0.00002875762,0.00004421877,0.00005459878],"domain_scores_gemma":[0.9998927,0.000003530363,0.00001621674,0.00005402882,0.00001623449,0.00001728249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001407688,0.000005102467,0.000002283814,8.392152e-7,0.000001149946,2.171702e-8,0.006521813,9.692128e-8,0.000003606538,0.599079,0.3921018,0.002282892],"study_design_scores_gemma":[0.00005412509,0.00002793916,0.00002395596,8.698398e-7,7.750942e-7,9.383071e-8,0.002110194,0.00007533781,0.0001552365,0.003567233,0.9939476,0.00003669986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008316639,0.00003309007,0.00001268618,0.002175972,0.00007587429,0.00002712856,0.000005658848,0.0001042281,0.9892488],"genre_scores_gemma":[0.891616,0.000005022283,0.00004689323,0.01418896,0.00014827,0.000001025783,0.00002615687,0.000001548674,0.09396613],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8952826,"threshold_uncertainty_score":0.983661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297776419166597,"score_gpt":0.1820477842168062,"score_spread":0.1690700200251403,"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."}}