{"id":"W4319602580","doi":"10.33137/cjal-rcbu.v8.39842","title":"Editorial","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Academic Librarianship","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Alberta; Université Laval; MacEwan University; McMaster University; Université du Québec à Montréal; University of Toronto","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004826276,0.0009782792,0.001692693,0.003663535,0.0003417158,0.0006881826,0.005133273,0.009656132,0.0006265438],"category_scores_gemma":[0.0428551,0.0009926537,0.0007936229,0.001919823,0.0005166864,0.002468947,0.0001086901,0.02179568,0.006506685],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799619,"about_ca_system_score_gemma":0.08255354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00512096,"about_ca_topic_score_gemma":0.005916195,"domain_scores_codex":[0.9907007,0.0006771743,0.002549782,0.0006816526,0.003310679,0.002079994],"domain_scores_gemma":[0.9838229,0.005351834,0.002904567,0.0007962724,0.001387903,0.005736461],"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":[0.0001356661,0.000004074551,0.0001467572,0.00009333617,0.0003155043,0.0006730062,0.000442836,0.00001674205,0.00002068946,0.0002983929,0.9976444,0.0002085554],"study_design_scores_gemma":[0.001358964,0.0001776881,0.00003676632,0.001160101,0.000354881,0.00003698343,0.0001263489,0.000001869412,0.00001943407,0.005748754,0.9900941,0.0008841648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002796909,0.002213083,0.000005503558,0.0009054912,0.9895511,0.0002459196,0.00379409,0.0001594706,0.003097357],"genre_scores_gemma":[0.0000710715,0.0003027393,0.00007915832,0.00008787063,0.993175,0.000009694208,0.0004872836,0.001023899,0.004763297],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08075392,"threshold_uncertainty_score":0.9992524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963162111886766,"score_gpt":0.2696235188580616,"score_spread":0.2399918977391939,"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."}}