{"id":"W1786861182","doi":"10.1558/cj.v25i3.510-527","title":"AI in CALL—Artificially Inflated or Almost Imminent?","year":2008,"lang":"en","type":"article","venue":"CALICO Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Context (archaeology); Point (geometry); Quarter (Canadian coin); Computer science; History; Library science; Artificial intelligence; Operations research; Engineering","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":[0.006671516,0.000331428,0.0004876909,0.001557141,0.005600654,0.01572896,0.001644268,0.004022944,0.006799753],"category_scores_gemma":[0.02135031,0.0003659815,0.0003373277,0.001753869,0.04430774,0.02118219,0.007296648,0.009366225,0.001641158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004206454,"about_ca_system_score_gemma":0.003474364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901956,"about_ca_topic_score_gemma":0.002081854,"domain_scores_codex":[0.9919573,0.0033339,0.0003217811,0.0009749107,0.002442393,0.0009697351],"domain_scores_gemma":[0.9890003,0.005520133,0.0008928372,0.002234523,0.00127612,0.001076155],"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":[0.00002539289,0.00001363785,0.000724345,0.00004380934,0.000004484651,0.0001109589,0.005928794,0.0001338865,0.0002204834,0.9741261,0.004088806,0.0145793],"study_design_scores_gemma":[0.00001124203,0.00002084242,0.001110478,0.0001733267,0.000009129871,0.0002248638,0.005545125,0.0006451318,0.0004941659,0.8160923,0.1756441,0.00002926533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05496322,0.009217163,0.033356,0.1333774,0.003053213,0.00003918374,0.0001013882,0.0005571526,0.7653353],"genre_scores_gemma":[0.9483476,0.00305091,0.007544895,0.01117982,0.002083261,0.00008347845,0.00008104176,0.0003634781,0.02726565],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01572896,"threshold_uncertainty_score":0.03528279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07064228763216196,"score_gpt":0.2755234054435248,"score_spread":0.2048811178113628,"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."}}