{"id":"W4388070671","doi":"10.4324/9781003395232-4","title":"The return from Europe and the return from America as heuristic figures of the small nation in Quebec","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heuristic; History; Geography; Economics; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003735199,0.0002935527,0.0001674366,0.0007457504,0.01391556,0.006310228,0.0007030747,0.0008212963,0.009278089],"category_scores_gemma":[0.0007060936,0.0001191862,0.0001522903,0.001336553,0.01100258,0.001310025,0.001013231,0.001826627,0.0004106351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09543209,"about_ca_system_score_gemma":0.04940778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853136,"about_ca_topic_score_gemma":0.9957564,"domain_scores_codex":[0.9995647,0.0001060284,0.000005539075,0.00003575284,0.0001030253,0.0001849874],"domain_scores_gemma":[0.9997063,0.00008081149,0.00001735133,0.00001403057,0.00009068256,0.0000906931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005093532,0.00004185436,0.003464771,0.0001121821,0.00001063982,0.0007256126,0.135285,0.0004947267,0.0004615839,0.6985917,0.1111722,0.04958875],"study_design_scores_gemma":[0.000005745833,0.00001246727,0.01102164,0.0001939952,0.000008988813,0.0001905669,0.07422918,0.000273497,0.0001427193,0.007171003,0.9067237,0.00002647831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09401041,0.01473921,0.0007124526,0.01686485,0.0006584706,0.00005579663,0.000225257,0.00004841125,0.8726851],"genre_scores_gemma":[0.6775644,0.006517514,0.000544676,0.002017149,0.00006769423,0.00003057364,0.0001293436,0.00005649234,0.3130722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09543209,"threshold_uncertainty_score":0.6924115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175445696722755,"score_gpt":0.2103141177885493,"score_spread":0.1927695481162738,"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."}}