{"id":"W4410080630","doi":"10.25071/awgd9y77","title":"International Canadian Studies post-2012","year":2025,"lang":"en","type":"article","venue":"Canada Watch","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001265185,0.00004067209,0.00006945892,0.000182106,0.0008492642,0.0001059757,0.0002341212,0.0000361454,0.001141242],"category_scores_gemma":[0.0002148891,0.0000552181,0.00002170298,0.000190901,0.0001911515,0.0001043397,0.00001543903,0.00007030556,0.00002016332],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006762547,"about_ca_system_score_gemma":0.01581463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999934,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.9993742,0.00002627498,0.00007932453,0.000102583,0.0001871706,0.0002304693],"domain_scores_gemma":[0.9994602,0.00003357193,0.0000153748,0.00008297895,0.00019257,0.0002153474],"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":[7.319647e-7,0.000001314088,0.000425589,0.000003116802,0.00003182942,0.0000212031,0.001453726,8.258128e-7,0.000002175089,0.01330572,0.978635,0.006118822],"study_design_scores_gemma":[0.00004165934,0.000001083728,0.001709896,0.000008821346,0.000006280113,2.077763e-7,0.004841353,5.147877e-7,0.000001461062,0.0003042272,0.9930268,0.00005772019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005849421,0.001448921,0.000001226432,0.398223,0.005787348,0.00008849525,0.00008975642,0.00001737866,0.5884945],"genre_scores_gemma":[0.5358895,0.0004126937,0.00001969902,0.008941164,0.0003351711,0.00001118086,0.00001434732,0.000005185844,0.4543711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5300401,"threshold_uncertainty_score":0.9997718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050176295851931,"score_gpt":0.2582751961604834,"score_spread":0.2477734332019641,"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."}}