{"id":"W2247475897","doi":"","title":"The Big Picture of YA Services: Analyzing the Results of the 2012 PLA PLDS Survey","year":2013,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Library science; Service (business); Survey research; Survey data collection; Psychology; Medicine; Business; Marketing; Computer science; Nursing; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004452903,0.0002389694,0.0003909036,0.004628345,0.001003952,0.002824088,0.0007964251,0.0005490693,0.00330198],"category_scores_gemma":[0.02020167,0.0004421672,0.0005243616,0.01722298,0.0005963558,0.002665768,0.00209845,0.001033265,0.001039842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005216791,"about_ca_system_score_gemma":0.009216665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3963277,"about_ca_topic_score_gemma":0.5727492,"domain_scores_codex":[0.9939109,0.001538937,0.0005779641,0.000469127,0.00243417,0.001068928],"domain_scores_gemma":[0.9787948,0.004284561,0.005730872,0.0007293654,0.008157228,0.002303211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077445,0.00004803985,0.955466,0.0002501408,0.000057488,0.00008741347,0.004154839,0.0002275673,0.0001799258,0.0003925514,0.01593683,0.0230915],"study_design_scores_gemma":[0.000002167972,0.00002095334,0.9859653,0.00006418459,0.000008745131,0.00002979108,0.007126026,0.0001731846,0.00007082695,0.00003339046,0.006492477,0.00001308113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392056,0.002269594,0.0005697438,0.00911817,0.00005086929,0.00009138589,0.03180346,0.00007486928,0.01681633],"genre_scores_gemma":[0.9736144,0.001898179,0.0006230201,0.001471104,0.0001015198,0.0001477052,0.01914109,0.00004957913,0.002953534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963277,"threshold_uncertainty_score":0.7880416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288523422357159,"score_gpt":0.2384572174623708,"score_spread":0.2255719832387992,"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."}}