{"id":"W303958371","doi":"","title":"Association for Library Collections and Technical Services Annual Report 2002/2003","year":2004,"lang":"en","type":"article","venue":"Library Resources and Technical Services","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Quality (philosophy); Political science; Best practice; Library science; World Wide Web; Business; 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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001589924,0.0003249645,0.0003682841,0.0003219046,0.0007577016,0.002263708,0.0007972502,0.0003528473,0.0000538993],"category_scores_gemma":[0.00002865432,0.0002829433,0.00009561018,0.002252738,0.00007881862,0.007212208,0.001045874,0.0002445715,0.000007359594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002792925,"about_ca_system_score_gemma":0.0001174703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002814506,"about_ca_topic_score_gemma":0.00002722592,"domain_scores_codex":[0.9976695,0.00004562346,0.0005770383,0.0008207191,0.0003993706,0.000487723],"domain_scores_gemma":[0.9986685,0.0002498841,0.000307846,0.0003892581,0.00005558088,0.000328963],"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":[0.001270216,0.002451055,0.3885306,0.003056639,0.0009853283,0.0006388123,0.005014367,0.0002201924,0.001310203,0.1705432,0.4050818,0.0208976],"study_design_scores_gemma":[0.001011331,0.0003484194,0.03780194,0.0001373792,0.00003086553,0.0003775427,0.000151381,0.0002853628,0.0007682074,0.0218214,0.9367223,0.0005438469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.439791,0.01076132,0.005360654,0.05950205,0.001056362,0.004510256,0.0005302381,0.01224495,0.4662432],"genre_scores_gemma":[0.4925902,0.00276184,0.2009194,0.01504207,0.001550622,0.0009926974,0.0005625789,0.0002948301,0.2852857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5316405,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004796426502440241,"score_gpt":0.1944907409629668,"score_spread":0.1896943144605266,"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."}}