{"id":"W4400477965","doi":"10.1017/9781108983624","title":"Heritage Languages","year":2024,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Heritage language; Indexicality; Variation (astronomy); Linguistics; Grammar; Sociolinguistics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000197529,0.0004494847,0.0002621958,0.0008798208,0.002276485,0.003680594,0.0005427159,0.0005127344,0.09637879],"category_scores_gemma":[0.0004954679,0.0001572226,0.0001490824,0.001345209,0.001417611,0.001835713,0.001964271,0.0009098562,0.02410953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002578644,"about_ca_system_score_gemma":0.001310267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02590435,"about_ca_topic_score_gemma":0.07114978,"domain_scores_codex":[0.9997066,0.00003926423,0.000009437083,0.00005096339,0.0001204691,0.00007330089],"domain_scores_gemma":[0.9998761,0.00001874795,0.00001004785,0.0000270808,0.00003731687,0.00003066138],"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":[0.0000406212,0.00001765855,0.001214346,0.0002926414,0.000006676135,0.0005482662,0.01577948,0.0001118545,0.001301495,0.4105252,0.3289835,0.2411782],"study_design_scores_gemma":[7.02834e-7,0.000002422943,0.0005833805,0.00002761197,6.131314e-7,0.0001355036,0.0007594268,0.000007511144,0.00005175873,0.001304011,0.9971251,0.000001868171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004406497,0.003254801,0.0005239744,0.0008325828,0.0003758601,0.00001982035,0.0004248053,0.0001642094,0.9899975],"genre_scores_gemma":[0.03732279,0.00257171,0.0008641938,0.0003272164,0.0001054454,0.00001407269,0.0005800506,0.0001404566,0.9580742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09637879,"threshold_uncertainty_score":0.3224192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235930160189334,"score_gpt":0.260321683809584,"score_spread":0.2379623822076907,"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."}}