{"id":"W2023278829","doi":"10.1177/0266382014238159","title":"Marketing information and library services: are people learning about it?","year":2001,"lang":"en","type":"article","venue":"Business Information Review","topic":"Web and Library Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Curriculum; Marketing; Service (business); Quality (philosophy); Business; Medical education; Marketing research; Library science; Psychology; Medicine; Pedagogy; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004396503,0.0001606773,0.0002390705,0.0001583546,0.0002107849,0.0009688423,0.0005288126,0.00005606332,0.0001670199],"category_scores_gemma":[0.00006330882,0.0001380079,0.00003510177,0.001341921,0.00001004973,0.0429499,0.0003472838,0.0001221274,0.0003396542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007081844,"about_ca_system_score_gemma":0.00005570591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001902144,"about_ca_topic_score_gemma":0.000004697271,"domain_scores_codex":[0.9987483,0.00008659902,0.0006173664,0.0001036502,0.0002487945,0.0001953066],"domain_scores_gemma":[0.9988484,0.00006560235,0.0005715084,0.0002840428,0.0001529625,0.00007743295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001501426,0.0000138303,0.0441388,0.03184554,0.00001463371,0.000002342321,0.001781712,0.0002631847,3.437628e-7,0.003977654,0.006510616,0.9114363],"study_design_scores_gemma":[0.0001426867,0.000004708264,0.1687544,0.004444942,0.000006788194,0.00003040752,0.0001762755,0.01461735,9.629696e-7,0.00003406793,0.8116205,0.0001668351],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.08058024,0.2029406,0.1790845,0.1577539,0.002480429,0.005320416,0.0000443923,0.006041431,0.3657542],"genre_scores_gemma":[0.08081438,0.7593651,0.02041529,0.1372892,0.0002623545,0.0001723215,0.00109454,0.00003176154,0.0005549709],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9112695,"threshold_uncertainty_score":0.9704359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005885081799858518,"score_gpt":0.1985677291870505,"score_spread":0.192682647387192,"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."}}