{"id":"W2155617938","doi":"10.5539/elt.v4n2p107","title":"Logbook Language Characteristics and Recordation Requirement","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logbook; Psychology; Computer science; Natural language processing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007577374,0.0001252381,0.0001453706,0.00008970127,0.0001070494,0.0001252114,0.0003368355,0.00006057136,0.00004159456],"category_scores_gemma":[0.0004580151,0.0001160006,0.00003084903,0.00006373767,0.00001897444,0.0005210774,0.0001604283,0.0002248987,0.0000320387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003848996,"about_ca_system_score_gemma":0.00001746844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003902834,"about_ca_topic_score_gemma":0.00003146702,"domain_scores_codex":[0.9989524,0.000151293,0.0002120909,0.00029116,0.0001584378,0.0002345659],"domain_scores_gemma":[0.9992839,0.00005898465,0.0001031309,0.000432834,0.00002227352,0.00009888756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001364373,0.00008100076,0.005397511,0.00004697999,0.00002549131,0.0001920305,0.7049548,1.647211e-7,0.006259486,0.01786825,0.0006168895,0.2645437],"study_design_scores_gemma":[0.014515,0.003751999,0.2347571,0.002620028,0.0003765344,0.0008516355,0.5173684,0.0196875,0.1257743,0.007840324,0.06094844,0.01150872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845813,0.0003820551,0.06260973,0.00003672194,0.00128258,0.0002131591,0.000006876687,0.0005519417,0.05033566],"genre_scores_gemma":[0.9769698,0.000004712417,0.02191665,0.0001593382,0.0004361695,0.00001020464,0.00001958557,0.00001188088,0.0004716144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253035,"threshold_uncertainty_score":0.4730366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913545074698884,"score_gpt":0.2370292588158521,"score_spread":0.2178938080688632,"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."}}