{"id":"W1579191457","doi":"10.18438/b8xs5z","title":"Still Bound for Disappointment? Another Look at Faculty and Library Journal Collections","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disappointment; Library science; Phone; Service (business); Psychology; Computer science; Business; Marketing; Social psychology","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":[0.004243813,0.0001837504,0.0003279958,0.003226478,0.006600644,0.007506285,0.0009273849,0.0007809749,0.009102142],"category_scores_gemma":[0.01839506,0.0002526582,0.0004529963,0.004943063,0.003585592,0.006462804,0.0038785,0.002042891,0.000690427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006330002,"about_ca_system_score_gemma":0.005431019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03678272,"about_ca_topic_score_gemma":0.06329795,"domain_scores_codex":[0.9946468,0.001954734,0.0003479921,0.0002106659,0.001895588,0.0009441581],"domain_scores_gemma":[0.9818378,0.005073393,0.004939457,0.0006452772,0.003700608,0.003803476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001988533,0.0003653901,0.5093546,0.0003371365,0.00009419474,0.002667072,0.3429971,0.0001401842,0.001098272,0.004896714,0.0487608,0.08908971],"study_design_scores_gemma":[0.000005807398,0.0001029328,0.410813,0.0001625935,0.00001921074,0.0009518107,0.5223585,0.00007346677,0.0003694401,0.0005254142,0.06457151,0.00004629834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001419,0.002831314,0.0005912426,0.02622735,0.0002373318,0.0000338174,0.0002860093,0.00008529005,0.0695657],"genre_scores_gemma":[0.9893139,0.0008079932,0.0001910997,0.002808803,0.0001802321,0.00001216679,0.000176138,0.00003425086,0.006475486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03678272,"threshold_uncertainty_score":0.07313722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741457739805716,"score_gpt":0.2343837588578596,"score_spread":0.2169691814598025,"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."}}