{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009468917,0.0002382953,0.0001607174,0.001250103,0.0005630527,0.001049796,0.0004527587,0.0002965319,0.00383918],"category_scores_gemma":[0.0119533,0.0001636328,0.0001304094,0.001043757,0.0005144402,0.001432673,0.0004978291,0.0003380619,0.0007745923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005457079,"about_ca_system_score_gemma":0.0007574148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615471,"about_ca_topic_score_gemma":0.007545345,"domain_scores_codex":[0.9983188,0.0002999445,0.0003452811,0.000251544,0.0006342211,0.0001503391],"domain_scores_gemma":[0.9876896,0.005945332,0.002524816,0.0006171173,0.002656827,0.0005661945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001125382,0.0002626874,0.5968684,0.001129587,0.00004834176,0.005991127,0.06528055,0.002158807,0.1219436,0.002849696,0.0034828,0.198859],"study_design_scores_gemma":[0.00001771506,0.0004915257,0.8964061,0.0001174509,0.00005138175,0.006360257,0.03460296,0.003720923,0.02700976,0.0005253984,0.03053286,0.0001636783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902777,0.0001108033,0.003716864,0.0001133921,0.000007827373,0.00003358852,0.0002681528,0.00009729036,0.005374304],"genre_scores_gemma":[0.9921589,0.0001478871,0.002399817,0.00003106288,0.000008292717,0.00004663415,0.0004740444,0.00003863704,0.004694768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005615471,"threshold_uncertainty_score":0.01284331,"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."}}