{"id":"W1894102902","doi":"10.3138/topia.29.133","title":"Paddling the Nation: Canadian Becoming and Becoming Canadian in and through the Canoe","year":2013,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Immigration; Symbol (formal); Reading (process); Sociology; Media studies; History; Ethnology; Political science; Law; Linguistics; Archaeology","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":[0.000537215,0.0001051849,0.0001961568,0.0003380705,0.003500794,0.0006596257,0.0002542061,0.00006737106,0.000177549],"category_scores_gemma":[0.0004573484,0.00007520204,0.00004375649,0.0002717731,0.0009565306,0.0005501928,0.00001227152,0.0003043107,0.000006212978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465233,"about_ca_system_score_gemma":0.004523164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999434,"about_ca_topic_score_gemma":0.9999997,"domain_scores_codex":[0.9988184,0.000126826,0.000266432,0.0001088699,0.0001578547,0.0005216047],"domain_scores_gemma":[0.9986466,0.0001386801,0.000107506,0.00007456577,0.0002633393,0.0007693282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002212604,0.00000257585,0.02483079,0.00002415739,0.0001947115,0.0001802987,0.8155068,0.00004183634,0.000004978936,0.03729559,0.08704416,0.0348719],"study_design_scores_gemma":[0.0001375281,0.00001104551,0.04474595,0.00006278808,0.00001966649,0.0000384377,0.1801248,0.000004422612,4.595793e-7,0.001811909,0.7729155,0.0001274869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7910808,0.02717885,2.812361e-7,0.1660099,0.0009320009,0.0003085112,0.00001689793,0.000003433775,0.01446927],"genre_scores_gemma":[0.9928002,0.001792102,0.00003383121,0.002447107,0.0003985219,0.000007673559,5.633453e-7,0.000006255202,0.00251375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6858714,"threshold_uncertainty_score":0.9977965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204614756580242,"score_gpt":0.2844128154535656,"score_spread":0.2223666678877631,"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."}}