{"id":"W4230693799","doi":"10.18438/b8cp83","title":"Call for Proposals: 4th Qualitative and Quantitative Methods in Libraries International Conference (QQML2012)","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Library science; Data science; World Wide Web; Operations research; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.1270356,0.001617933,0.002245536,0.006318612,0.00731301,0.01000192,0.007084259,0.03458931,0.207327],"category_scores_gemma":[0.2197999,0.00166788,0.006658169,0.003014815,0.006185566,0.007997946,0.01044554,0.01754422,0.05411888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009195865,"about_ca_system_score_gemma":0.02524615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00998208,"about_ca_topic_score_gemma":0.01605163,"domain_scores_codex":[0.9258568,0.03936158,0.004936377,0.003210058,0.02249613,0.00413912],"domain_scores_gemma":[0.7816256,0.1015786,0.005091708,0.0146697,0.07838922,0.01864517],"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":[0.0002997384,0.0001703434,0.0002704452,0.001219996,0.00004834147,0.0001480929,0.0005199573,0.0001330103,0.001020824,0.00767465,0.9517873,0.03670722],"study_design_scores_gemma":[0.0002862992,0.0001658968,0.001462268,0.001535717,0.00009667256,0.00009027372,0.00148684,0.0004704052,0.0009871789,0.01054534,0.9827056,0.000167563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001750667,0.004506085,0.02864781,0.6781533,0.2421659,0.01278533,0.002709976,0.001830684,0.02745038],"genre_scores_gemma":[0.01149617,0.003613665,0.07955209,0.3984103,0.04792804,0.0415106,0.005151437,0.001864868,0.4104729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.207327,"threshold_uncertainty_score":0.6935778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034262483784434,"score_gpt":0.3883239917965847,"score_spread":0.2848977434181413,"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."}}