{"id":"W1711540781","doi":"10.1558/cj.v30i0.187-202","title":"Clicking for Help","year":2013,"lang":"en","type":"article","venue":"CALICO Journal","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"German; TUTOR; Computer science; Context (archaeology); World Wide Web; Natural language processing; Multimedia; Linguistics; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008110679,0.0003128851,0.0003189761,0.001242163,0.0003645567,0.000940635,0.0004116238,0.0007252655,0.0125925],"category_scores_gemma":[0.01366027,0.0001477973,0.0001809762,0.0005555279,0.0002654691,0.001156874,0.0007171141,0.0003142093,0.003488233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789906,"about_ca_system_score_gemma":0.0002512984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031738,"about_ca_topic_score_gemma":0.002103336,"domain_scores_codex":[0.9984685,0.0004617394,0.0001381599,0.0003079264,0.0004801477,0.000143448],"domain_scores_gemma":[0.9877293,0.008019815,0.001688814,0.0008997575,0.000951192,0.000711165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001092241,0.001377349,0.6268356,0.0006571442,0.0001497714,0.003013029,0.01635344,0.0005030114,0.02966009,0.00171539,0.008273515,0.3103695],"study_design_scores_gemma":[0.00005585397,0.001179349,0.9042957,0.0001945597,0.0001427702,0.006185653,0.007442198,0.0026814,0.01162893,0.001221322,0.06486993,0.0001023804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831696,0.0004590202,0.002276825,0.0001592674,0.00002846218,0.00006957421,0.001056509,0.0004464841,0.01233432],"genre_scores_gemma":[0.9881017,0.0002810923,0.001908481,0.0001312509,0.00003752399,0.00005077476,0.0008801018,0.00005523318,0.008553692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125925,"threshold_uncertainty_score":0.04212612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102116292661978,"score_gpt":0.2450998451311014,"score_spread":0.2240786822044817,"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."}}