{"id":"W2981583474","doi":"","title":"Stay Gold: Ottawa University Literary Journal: History & Geography Research Guide: Finding History and Geography Books at Gangwish Library","year":2012,"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":"Human geography; Library science; Historical geography; Geography; History; Media studies; Sociology; Computer science; Economic geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002254442,0.0001400017,0.0001506011,0.0008117526,0.001132954,0.0001723333,0.0005389432,0.0001536901,0.005607849],"category_scores_gemma":[0.00005355074,0.0001381469,0.0001380553,0.0004342771,0.001335127,0.008447387,0.0002104879,0.0003939236,0.00005052931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005859728,"about_ca_system_score_gemma":0.0007311088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000609191,"about_ca_topic_score_gemma":0.0001305139,"domain_scores_codex":[0.9971591,0.0007109285,0.000244698,0.000309545,0.0007901922,0.0007855002],"domain_scores_gemma":[0.9985741,0.0002627597,0.0001317093,0.000215548,0.00007801945,0.0007378011],"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":[0.00001240776,0.00004452045,0.3593889,0.000007301132,0.00001178189,0.00002364101,0.008261279,3.64359e-8,0.0000711223,0.01623234,0.6140033,0.001943419],"study_design_scores_gemma":[0.0001363273,0.00006081382,0.06159185,0.00001666215,0.000008193419,0.000007152895,0.003028677,0.000002055654,0.00002832268,0.0008408348,0.9341001,0.0001790478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3249216,0.01228268,0.000008747133,0.001971919,0.001105718,0.0001960653,0.000006569911,0.0001682097,0.6593385],"genre_scores_gemma":[0.5307102,0.002493422,0.002021351,0.00161342,0.001084392,0.000002292284,0.00002132481,0.00002740865,0.4620261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3200968,"threshold_uncertainty_score":0.9953012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06360981760735096,"score_gpt":0.3000253912414442,"score_spread":0.2364155736340932,"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."}}