{"id":"W6998819759","doi":"","title":"Bibliography of Canadian Bibliographies","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bibliography; Subject (documents); Government (linguistics)","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":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004110839,0.002182737,0.002918856,0.1921818,0.01778848,0.01273958,0.004028135,0.002491599,0.1313882],"category_scores_gemma":[0.02140527,0.001406788,0.00121661,0.3606335,0.004166163,0.004294218,0.004550742,0.002222697,0.02365978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07305689,"about_ca_system_score_gemma":0.2273483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498424,"about_ca_topic_score_gemma":0.9678463,"domain_scores_codex":[0.9912823,0.0007807969,0.001016245,0.0007852138,0.004855162,0.001280272],"domain_scores_gemma":[0.9803395,0.00284041,0.001113391,0.0008249063,0.01406622,0.0008156657],"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":[0.00006889681,0.00001843545,0.0005575745,0.01243969,0.00006341542,0.0002773583,0.002021048,0.0001368783,0.000215796,0.0268432,0.8576573,0.09970029],"study_design_scores_gemma":[0.00000487078,0.000001313383,0.000973714,0.005783208,0.00005244193,0.00005511325,0.0005734578,0.000009382194,0.00006855645,0.0005023833,0.9919583,0.0000173801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001371813,0.3876111,0.0007256349,0.005835644,0.003026375,0.0004584477,0.09534951,0.0005735079,0.5050479],"genre_scores_gemma":[0.02357039,0.7819947,0.006145311,0.003519664,0.001174695,0.0008968806,0.05652584,0.0006635477,0.125509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8078182,"threshold_uncertainty_score":0.5300673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410601653216597,"score_gpt":0.2235208632731847,"score_spread":0.1994148467410187,"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."}}