{"id":"W2528289295","doi":"10.15273/pnsis.v45i2.3999","title":"Librarian's Report 2008-2009","year":2010,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; 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":[0.001733464,0.0005036984,0.0007991829,0.005946913,0.001512428,0.003115959,0.002093223,0.001766013,0.2314122],"category_scores_gemma":[0.01277934,0.0005707249,0.0003699654,0.01254323,0.0003134601,0.00232922,0.001050286,0.001529636,0.1946881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008554674,"about_ca_system_score_gemma":0.01649863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4880376,"about_ca_topic_score_gemma":0.5161135,"domain_scores_codex":[0.9954569,0.00019082,0.0005406301,0.0003141598,0.002892616,0.0006048364],"domain_scores_gemma":[0.9802325,0.001495973,0.0008425997,0.001063271,0.0155777,0.0007879735],"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":[0.0001010261,0.00002361842,0.001146652,0.0001891546,0.000005697204,0.00004389511,0.00003949487,0.00003260807,0.00009085765,0.0003864033,0.9902242,0.007716331],"study_design_scores_gemma":[0.00004258815,0.0000412522,0.02943879,0.000247806,0.00002174336,0.00005731552,0.0002001735,0.0001357899,0.0007237608,0.0001309167,0.9689357,0.00002412879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00385504,0.001408904,0.0002653315,0.005744066,0.00226506,0.0003590418,0.7969799,0.0008909124,0.1882317],"genre_scores_gemma":[0.01049969,0.001474074,0.0003663116,0.0009848783,0.0002241258,0.0003172443,0.2108746,0.0002507463,0.7750083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4880376,"threshold_uncertainty_score":0.9703937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744198346255193,"score_gpt":0.2923683919175657,"score_spread":0.2649264084550138,"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."}}