{"id":"W4367839888","doi":"10.32920/22750964.v1","title":"Do ethnocultural newspapers have a future in Canada?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Speculation; Immigration; Closing (real estate); Resource (disambiguation); History; Media studies; Political science; Sociology; Law; Business; Computer science; Archaeology","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":[0.002200498,0.0004609511,0.0004014609,0.003197426,0.02813749,0.02108929,0.001564243,0.0024163,0.03477276],"category_scores_gemma":[0.008046197,0.0005253159,0.0003362797,0.009528591,0.006520645,0.005832986,0.002637632,0.003139848,0.00239062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1133094,"about_ca_system_score_gemma":0.2026654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990866,"about_ca_topic_score_gemma":0.9938168,"domain_scores_codex":[0.9962334,0.0003217893,0.00006546698,0.0002479032,0.001103826,0.002027639],"domain_scores_gemma":[0.9808339,0.001394786,0.001268462,0.0003870465,0.006728862,0.009386803],"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":[0.0003409407,0.0001918243,0.04667448,0.0007495987,0.00005669722,0.001942464,0.04556394,0.0002622328,0.0007424548,0.1392018,0.6028181,0.1614556],"study_design_scores_gemma":[0.0000540099,0.00003496722,0.1024552,0.000639166,0.00005089768,0.0003176538,0.07933667,0.0001943818,0.000523605,0.004382714,0.8118905,0.0001201465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1485885,0.03032352,0.0002447783,0.4155678,0.003039129,0.00008845184,0.003638469,0.0001834227,0.3983259],"genre_scores_gemma":[0.7952656,0.02511135,0.0007204787,0.03144478,0.0009350356,0.00005470588,0.00149719,0.0001548492,0.144816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1133094,"threshold_uncertainty_score":0.8221214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981155168666798,"score_gpt":0.2628231550743004,"score_spread":0.2330116033876324,"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."}}