{"id":"W4319078705","doi":"10.33137/cjal-rcbu.v8.38446","title":"The Cheese Stands Alone","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Archivist; Conversation; Representation (politics); Library science; Sociology; Academic library; Political science; Media studies; Law; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002147625,0.00007186948,0.0001415683,0.0008691147,0.002488701,0.0007485969,0.0009460003,0.0002278925,0.0005206449],"category_scores_gemma":[0.001311614,0.00007046494,0.0001115505,0.001124981,0.000994446,0.0008184686,0.00001207751,0.0008593988,0.0002085227],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000777357,"about_ca_system_score_gemma":0.01701135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2655758,"about_ca_topic_score_gemma":0.908087,"domain_scores_codex":[0.9984026,0.0002079268,0.0003417744,0.00009180198,0.0003617926,0.0005941142],"domain_scores_gemma":[0.9978863,0.0002415445,0.0001847789,0.0001364267,0.00009287681,0.001458065],"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":[0.000009592281,8.930341e-7,0.003600292,0.000004461707,0.00002643387,0.0002043018,0.01489339,0.000006098918,0.00002047856,0.1054806,0.8656766,0.01007678],"study_design_scores_gemma":[0.0001423779,0.00001384982,0.01282131,0.00002874971,0.00001224439,0.00001226917,0.004887727,0.000002160865,0.000004102997,0.01283755,0.9691522,0.0000854951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2839497,0.02114793,0.00002817075,0.3171884,0.01245644,0.0004606775,0.0001542952,0.0001543454,0.3644601],"genre_scores_gemma":[0.9196924,0.003720426,0.00001945728,0.00138586,0.002941879,0.000003183312,0.000003265263,0.00002988933,0.07220361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6425111,"threshold_uncertainty_score":0.9988099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110712788897321,"score_gpt":0.2611079049544647,"score_spread":0.2200007770654915,"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."}}