{"id":"W3059106854","doi":"10.4324/9781351014670","title":"Teaching Arabic as a Heritage Language","year":2020,"lang":"en","type":"book","venue":"","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Arabic; Linguistics; Heritage language; History; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003754017,0.0004324431,0.0001724599,0.0006180621,0.00269426,0.003427663,0.0004102754,0.000791015,0.02612253],"category_scores_gemma":[0.000625246,0.0001335659,0.0001600802,0.0004301782,0.001222862,0.002740414,0.001887402,0.001457122,0.01085729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454032,"about_ca_system_score_gemma":0.001920475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379303,"about_ca_topic_score_gemma":0.007816148,"domain_scores_codex":[0.9998071,0.00004478839,0.00000661302,0.00002159885,0.00009933384,0.00002077959],"domain_scores_gemma":[0.9997091,0.0000695839,0.00001534125,0.00001611967,0.00007664032,0.0001131737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001740121,0.0001098218,0.0004350932,0.0003086516,0.000002102293,0.0004990973,0.01609073,0.0003785907,0.003288328,0.2112531,0.3315444,0.4360728],"study_design_scores_gemma":[0.000001034861,0.00001417634,0.0001736637,0.0001119186,7.64925e-7,0.0003488475,0.001348836,0.00009924908,0.0003212553,0.004355578,0.993222,0.000002760744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004674037,0.01235009,0.004940629,0.006675757,0.002762915,0.00006307635,0.00004505186,0.0002327092,0.9682558],"genre_scores_gemma":[0.03686659,0.01442772,0.009088022,0.001885145,0.0006908539,0.0000666311,0.00006769749,0.0001472406,0.9367601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02612253,"threshold_uncertainty_score":0.08738858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917031018902683,"score_gpt":0.2321983728762401,"score_spread":0.2130280626872133,"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."}}