{"id":"W2587441412","doi":"10.5817/cejcs2012-8-5","title":"The use of weather images by Canadian ethnic short story writers","year":2012,"lang":"en","type":"article","venue":"The Central European journal of Canadian studies","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; History; Meteorology; Geography; Sociology; Anthropology","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":[0.002035727,0.0004706554,0.0003000294,0.004897305,0.01187815,0.007332434,0.0008615227,0.000830144,0.002464368],"category_scores_gemma":[0.01386023,0.0003259649,0.0001614288,0.004831438,0.006646239,0.001647639,0.002411349,0.001363128,0.0001727128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173838,"about_ca_system_score_gemma":0.01019319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7268478,"about_ca_topic_score_gemma":0.8727971,"domain_scores_codex":[0.9981658,0.0005654907,0.00007587317,0.0001350858,0.0006933286,0.0003643948],"domain_scores_gemma":[0.9912143,0.004027557,0.00115478,0.000404945,0.002344772,0.0008535637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009166873,0.00001173425,0.01244317,0.00007764496,0.000008159155,0.0006105945,0.9707372,0.00005044654,0.00139572,0.002732314,0.001224834,0.01061645],"study_design_scores_gemma":[0.000004507051,0.00003177446,0.05145149,0.0001434854,0.00002159332,0.0004749142,0.9061689,0.0001551221,0.0009802745,0.0002094482,0.04030527,0.00005317052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749067,0.000401536,0.0001593927,0.0004479789,0.00003355616,0.00001644176,0.0001752203,0.00001228489,0.02384692],"genre_scores_gemma":[0.9968351,0.0003897576,0.0001715075,0.0000458948,0.000009676348,0.000005944643,0.0000689964,0.00001752936,0.002455606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2731522,"threshold_uncertainty_score":0.5495217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106949662941651,"score_gpt":0.2476053102611572,"score_spread":0.1406556473195062,"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."}}