{"id":"W2380402444","doi":"","title":"The Development of Library Planning in the World","year":2003,"lang":"en","type":"article","venue":"Tushuguan luntan","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Library 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002816169,0.0002234029,0.0002076331,0.001724265,0.004463394,0.01104894,0.0009023335,0.001053779,0.007739759],"category_scores_gemma":[0.004281679,0.0003227484,0.0002041103,0.006076459,0.003933879,0.005695642,0.002930222,0.001959619,0.0005899207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01581174,"about_ca_system_score_gemma":0.02409374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05880794,"about_ca_topic_score_gemma":0.09873874,"domain_scores_codex":[0.9980814,0.00082765,0.00007265241,0.0001218119,0.000409939,0.000486529],"domain_scores_gemma":[0.997543,0.0004989945,0.0002815292,0.0001453547,0.0008657273,0.0006655129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002732873,0.00004833891,0.004650077,0.00022209,0.0000142591,0.0001633337,0.006247105,0.001424028,0.000150985,0.7740546,0.03310072,0.1798971],"study_design_scores_gemma":[0.000004907482,0.00002989894,0.00650409,0.0004397011,0.000007076964,0.00009263519,0.008837724,0.0005680349,0.0002157671,0.04915156,0.9341208,0.00002785769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04200696,0.03201766,0.005453105,0.09107842,0.0009084382,0.00005194246,0.0003571197,0.0001975116,0.827929],"genre_scores_gemma":[0.8462924,0.03522654,0.009414025,0.007948671,0.0004731482,0.00009218589,0.0003430795,0.00008370519,0.1001262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05880794,"threshold_uncertainty_score":0.1169313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100511396036279,"score_gpt":0.3208416826795473,"score_spread":0.2798365687191845,"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."}}