{"id":"W265119841","doi":"","title":"What about the Collection","year":2004,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","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":[0.01073341,0.0007764488,0.002281328,0.007131976,0.005128259,0.02773192,0.003180054,0.01121354,0.2775461],"category_scores_gemma":[0.1052704,0.0009462995,0.001739169,0.006103194,0.003925043,0.02609211,0.003204901,0.009322014,0.1961769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006152266,"about_ca_system_score_gemma":0.02356782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118197,"about_ca_topic_score_gemma":0.01618077,"domain_scores_codex":[0.98835,0.002695302,0.001431523,0.0009972702,0.005485462,0.001040443],"domain_scores_gemma":[0.9147332,0.007384014,0.005105342,0.007463185,0.05000312,0.01531106],"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":[0.00003317019,0.00006315087,0.0007368387,0.0008927938,0.00002578824,0.0001097477,0.0002040733,0.00003406182,0.0001603011,0.004052607,0.9410083,0.05267915],"study_design_scores_gemma":[0.000009570845,0.00001230829,0.0005162336,0.0009007661,0.00001904063,0.00007829758,0.000493496,0.00003148519,0.00009756695,0.0009461818,0.9968715,0.00002351978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001539589,0.02094604,0.002066124,0.556208,0.1589432,0.0009674427,0.007364901,0.001818504,0.2501462],"genre_scores_gemma":[0.01706503,0.04411899,0.00548593,0.2862816,0.07064977,0.001663972,0.009577372,0.002408535,0.5627488],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2775461,"threshold_uncertainty_score":0.9284841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216409287068316,"score_gpt":0.2170445503163298,"score_spread":0.1954036216094982,"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."}}