{"id":"W7138993603","doi":"10.14288/bcs.no228.200957","title":"Constantia Omnia Vincit","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Agency (philosophy); Government (linguistics); Democracy; Politics; Rest (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006136967,0.000448427,0.0002625558,0.001062294,0.005778611,0.004138183,0.0008206419,0.0007766211,0.04191902],"category_scores_gemma":[0.002072192,0.0001746541,0.0001354376,0.0007651169,0.00208444,0.001132982,0.001947267,0.001646682,0.01574588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00849307,"about_ca_system_score_gemma":0.009824065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2529903,"about_ca_topic_score_gemma":0.340819,"domain_scores_codex":[0.9992238,0.00008313327,0.00001965023,0.0001847235,0.0003508212,0.0001379095],"domain_scores_gemma":[0.9991487,0.0001057352,0.00005200736,0.00006262895,0.0004016947,0.0002291143],"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":[0.00005428782,0.00002244746,0.00199748,0.0002731582,0.000007927201,0.0004023656,0.007142344,0.0001520862,0.001020971,0.1622506,0.687999,0.1386774],"study_design_scores_gemma":[7.629122e-7,0.00000187422,0.0005638594,0.00003933755,0.0000012603,0.00007475585,0.0005360954,0.00002323884,0.0001213719,0.0005029498,0.9981313,0.000003151012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01034827,0.0304454,0.001658044,0.04639557,0.007874289,0.00004220937,0.000711534,0.0005152045,0.9020095],"genre_scores_gemma":[0.1232564,0.01380157,0.00141058,0.005614092,0.0008919752,0.00004233622,0.0002623423,0.0002855904,0.8544352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7470098,"threshold_uncertainty_score":0.5030354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236568444419435,"score_gpt":0.2782903865915017,"score_spread":0.2659247021473073,"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."}}