{"id":"W2103559033","doi":"10.5539/elt.v4n2p176","title":"On English Teaching in Maritime Colleges","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Quality (philosophy); Psychology; College English; Teaching method; Point (geometry); Mathematics education","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009640329,0.0002482219,0.0002583242,0.000247839,0.0001221069,0.00005705305,0.0002633592,0.0001551066,0.0007476117],"category_scores_gemma":[0.001051758,0.0002666919,0.00007967821,0.0001231195,0.00002199024,0.0003035469,0.00005115719,0.001459476,0.00003884515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343588,"about_ca_system_score_gemma":0.00001005803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001900685,"about_ca_topic_score_gemma":0.0001593035,"domain_scores_codex":[0.9985575,0.000204566,0.000340968,0.0002670645,0.0002188617,0.0004110321],"domain_scores_gemma":[0.9992681,0.0002280523,0.00003354496,0.0003370982,0.00001604339,0.0001171339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006504536,0.000365948,0.005076049,0.000176828,0.00007973952,0.0004117444,0.884127,0.002142314,0.0008032194,0.04312331,0.01072669,0.05290211],"study_design_scores_gemma":[0.02258565,0.001174769,0.03996769,0.004432498,0.0002579491,0.00009069082,0.5243725,0.1221599,0.02074714,0.004350386,0.2480443,0.01181653],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5121855,0.0001167045,0.0002418778,0.000006120766,0.0006208991,0.0001459053,0.00001701989,0.0009481794,0.4857178],"genre_scores_gemma":[0.9960482,0.000005434795,0.002466874,0.0001505883,0.0004297855,0.00002467165,0.00004599294,0.00006922363,0.0007592606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4849586,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007322743401068145,"score_gpt":0.2125843812844254,"score_spread":0.2052616378833573,"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."}}