{"id":"W3157038430","doi":"10.29173/psur224","title":"On Guard: The Discourse of Difference in Trudeau’s Speech on National Unity","year":2021,"lang":"en","type":"article","venue":"Political Science Undergraduate Review","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Exceptionalism; National identity; Multiculturalism; Media studies; Colonialism; Battle; Citizenship; Law; Political science; Indigenous; State (computer science); Sociology; Politics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001955851,0.0000771388,0.0002017318,0.0001764301,0.000657677,0.0001358342,0.0004884794,0.00003126904,0.0002191186],"category_scores_gemma":[0.005003916,0.00006260867,0.00008451919,0.001470477,0.003388678,0.0001152383,0.00004829794,0.0002159723,0.00008790872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428901,"about_ca_system_score_gemma":0.004178362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05897414,"about_ca_topic_score_gemma":0.255639,"domain_scores_codex":[0.9972984,0.0003553474,0.0002472971,0.0002599804,0.001285557,0.000553426],"domain_scores_gemma":[0.9986863,0.0004980628,0.00006277251,0.0002266863,0.0002199076,0.0003062317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[8.975819e-7,0.00007742616,0.00006061387,0.0000641182,0.000001330096,0.000006545737,0.0001183642,8.411976e-7,0.00001115348,0.9936918,0.001065614,0.004901273],"study_design_scores_gemma":[0.0002116023,0.0000725191,0.02282147,0.002733455,0.00003311042,0.000008075314,0.0008110831,0.00002772113,0.00009720306,0.8232087,0.1496658,0.0003092828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0493513,0.005318729,0.00002207834,0.3366523,0.0005467592,0.0005339176,0.00005318682,0.00002761401,0.6074941],"genre_scores_gemma":[0.9866544,0.006474672,0.00002087332,0.004515063,0.00005874581,0.000008733835,0.000001839446,0.00000337608,0.002262291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9373031,"threshold_uncertainty_score":0.9993235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259661507301872,"score_gpt":0.3594386017585409,"score_spread":0.3168419866855222,"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."}}