{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918622,0.00006320516,0.00009694193,0.00005957303,0.0001599016,0.000483463,0.0004692505,0.00003908599,0.00003552481],"category_scores_gemma":[0.00007694001,0.00004907075,0.00008610321,0.00009195333,0.00001217346,0.0004364614,0.0000444675,0.00009979585,0.0002275135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002991107,"about_ca_system_score_gemma":0.00005520099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618501,"about_ca_topic_score_gemma":0.000001192661,"domain_scores_codex":[0.9992766,0.0000303942,0.0001830083,0.0001126658,0.0001399145,0.0002574567],"domain_scores_gemma":[0.9993724,0.00005803287,0.00008312763,0.0001786278,0.0001291408,0.0001787228],"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":[0.00001084421,0.0000898029,0.006680826,0.00003750475,0.00006034499,0.00004404609,0.001397625,0.00004979036,0.02047912,0.06310733,0.5231359,0.3849069],"study_design_scores_gemma":[0.004278019,0.0007711154,0.02028796,0.0001989173,0.00002070344,0.004734973,0.0004567175,0.06314509,0.02076628,0.1641242,0.7201001,0.001115901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03384771,0.0002494761,0.9589039,0.001776981,0.002260468,0.000189784,8.536894e-7,0.00006095006,0.002709849],"genre_scores_gemma":[0.9541556,0.000009279182,0.0416509,0.001331685,0.002003141,0.00003331478,8.61558e-7,0.00001114432,0.0008040757],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9203079,"threshold_uncertainty_score":0.4662045,"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."}}