{"id":"W4385736424","doi":"10.59962/9780774815055","title":"Language Matters","year":2010,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","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":[0.001349303,0.000856808,0.0005313734,0.00148935,0.01877444,0.009564941,0.001357728,0.003273645,0.04634032],"category_scores_gemma":[0.003610539,0.0003229201,0.0003713669,0.002161317,0.01400655,0.004622793,0.003857743,0.004756511,0.0134561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03389312,"about_ca_system_score_gemma":0.05137141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7767655,"about_ca_topic_score_gemma":0.8512883,"domain_scores_codex":[0.9967952,0.000443035,0.0000725197,0.0004165598,0.001344831,0.0009277981],"domain_scores_gemma":[0.9981561,0.0002763511,0.00005233608,0.0001356008,0.0009640314,0.0004155578],"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":[0.00002438034,0.00001079045,0.0003836414,0.0001166851,0.00000459835,0.0002557653,0.016446,0.00004577914,0.0002195658,0.4731344,0.4370929,0.07226544],"study_design_scores_gemma":[0.000001112019,0.000001633897,0.0001870905,0.00005420274,0.000001419043,0.00005232839,0.001318122,0.000005428538,0.00002738904,0.003650749,0.9946971,0.000003502919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001525862,0.01566043,0.00029911,0.02545783,0.003964812,0.00002193676,0.0001525135,0.00006630464,0.9528512],"genre_scores_gemma":[0.04201925,0.007621957,0.0002041458,0.01413693,0.0009589738,0.00001920967,0.0001471869,0.00009661685,0.9347956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7767655,"threshold_uncertainty_score":0.4490983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006537571754131074,"score_gpt":0.1706032351596184,"score_spread":0.1640656634054873,"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."}}