{"id":"W1816713447","doi":"10.18438/b8qg7r","title":"CILIP & Library and Information Research Group (LIRG) Research Award","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Library science; World Wide Web; Psychology; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0111847,0.001114688,0.001655727,0.003976579,0.002539151,0.005596988,0.00304009,0.005449282,0.6041146],"category_scores_gemma":[0.04781598,0.000572327,0.0009369472,0.002966571,0.00148256,0.003403614,0.008277123,0.003335024,0.2903778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00689761,"about_ca_system_score_gemma":0.0237414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110247,"about_ca_topic_score_gemma":0.02776409,"domain_scores_codex":[0.9877256,0.001717257,0.0006515389,0.001010089,0.006929169,0.001966511],"domain_scores_gemma":[0.9256786,0.007604271,0.001866554,0.003369645,0.02819019,0.03329071],"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":[0.0004762019,0.0002019597,0.001023178,0.0002317781,0.00002059136,0.0001964281,0.00009250383,0.000077108,0.0003139238,0.006767687,0.8900133,0.1005852],"study_design_scores_gemma":[0.0003072994,0.0003991956,0.005578194,0.000484812,0.00003874813,0.0005117631,0.0003515792,0.0005441442,0.0006629391,0.003272553,0.9878148,0.00003392172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004583223,0.006511142,0.002552506,0.1615791,0.04077376,0.001524877,0.01282884,0.001110656,0.7685359],"genre_scores_gemma":[0.02445792,0.004883168,0.003088797,0.00617046,0.005966928,0.000431276,0.006482161,0.0003596073,0.9481597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6041146,"threshold_uncertainty_score":0.5646825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337427142472278,"score_gpt":0.3108127923113252,"score_spread":0.2674385208866025,"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."}}