{"id":"W580219634","doi":"","title":"Teaching linguistics : reflections on practice","year":2011,"lang":"en","type":"book","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memoir; Clinical neuropsychology; Applied linguistics; Sociology; Linguistics; Art history; History; Psychology; 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":[0.01545489,0.001542008,0.0007238545,0.002185346,0.01118759,0.01226071,0.00295771,0.009028501,0.02732124],"category_scores_gemma":[0.02342434,0.0006497165,0.000880772,0.002717022,0.01835693,0.01624774,0.01281432,0.01397056,0.01373225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01319505,"about_ca_system_score_gemma":0.01229325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00981837,"about_ca_topic_score_gemma":0.01351113,"domain_scores_codex":[0.9848558,0.01092141,0.0004763316,0.0009739979,0.001769411,0.001003119],"domain_scores_gemma":[0.9863365,0.007297536,0.0004221263,0.00108822,0.002651415,0.002204221],"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":[0.00003774259,0.0001764418,0.0001830051,0.0003881553,0.000005778307,0.0003003744,0.03969646,0.0001807258,0.0001922495,0.1377482,0.7041515,0.1169393],"study_design_scores_gemma":[0.000004430248,0.000009252877,0.00006241569,0.0005207276,8.542341e-7,0.00006286659,0.01091152,0.00002369773,0.00004073185,0.01357384,0.9747842,0.000005510227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002032481,0.1001123,0.008926356,0.6381817,0.03369258,0.0001183291,0.00007870082,0.0003535075,0.216504],"genre_scores_gemma":[0.1109364,0.114949,0.01896528,0.2161348,0.01715466,0.0009835598,0.0001591275,0.001104008,0.5196132],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02732124,"threshold_uncertainty_score":0.09573728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2559507946665661,"score_gpt":0.5744696865044827,"score_spread":0.3185188918379166,"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."}}