{"id":"W7095410683","doi":"","title":"National Library of Canada to","year":2015,"lang":"en","type":"article","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260589,0.00001324359,0.00002048264,0.0000139401,0.00004481043,0.0000197652,0.00009662503,0.000008384594,0.0004410722],"category_scores_gemma":[0.00009254085,0.00001131856,0.00000447389,0.0001889311,0.00002380486,0.0006152242,0.00001020145,0.000008202932,0.000008637782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001515048,"about_ca_system_score_gemma":0.006557639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2026253,"about_ca_topic_score_gemma":0.5183807,"domain_scores_codex":[0.9994803,0.0000150651,0.00004684886,0.0000397774,0.0003563582,0.00006162545],"domain_scores_gemma":[0.9997855,0.00001813792,0.00001087672,0.00002069604,0.00003142422,0.0001333316],"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":[0.000001726224,0.000005260519,0.00566393,3.132739e-7,4.864098e-7,3.959219e-7,0.001383891,0.00001988937,0.00001440255,0.3403954,0.652272,0.0002422617],"study_design_scores_gemma":[0.00003944015,0.00002454062,0.005064697,0.000001591108,2.486657e-7,8.973647e-8,0.005269096,0.00002452797,0.001645946,0.01206372,0.9758217,0.00004439724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08691188,0.000002356861,0.00001682671,0.02334049,0.0001278834,0.00003308164,0.000002960159,0.00001212935,0.8895524],"genre_scores_gemma":[0.954515,2.850235e-7,0.0008447946,0.001905758,0.00008087565,6.476305e-7,0.000001530286,6.839496e-7,0.04265045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8676031,"threshold_uncertainty_score":0.9990743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05057960173038237,"score_gpt":0.2954210723993693,"score_spread":0.2448414706689869,"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."}}