{"id":"W2041331589","doi":"10.5539/ass.v8n7p40","title":"Writing Descriptive Essays Using ‘the Tree Diagram’ as a Tool","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Significant difference; Argumentative; Psychology; Grammar; Diagram; Mathematics education; Mathematics; Statistics; Linguistics; Biology","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":[0.002619128,0.0003645179,0.000328167,0.0006837868,0.0005048616,0.000845934,0.0005612032,0.0003956444,0.008053675],"category_scores_gemma":[0.007241712,0.0001592462,0.0001948791,0.0004409661,0.0004379344,0.0005650871,0.0006760857,0.0003794075,0.001807924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018642,"about_ca_system_score_gemma":0.0005003924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009593723,"about_ca_topic_score_gemma":0.0003399178,"domain_scores_codex":[0.9988011,0.000511656,0.0001898325,0.000202309,0.0002296466,0.00006542829],"domain_scores_gemma":[0.9901395,0.00574053,0.001266037,0.001189906,0.001093494,0.000570447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002860724,0.02555135,0.08565367,0.002867546,0.00008690042,0.002570264,0.08297004,0.001047869,0.1467751,0.008351535,0.0144379,0.6268271],"study_design_scores_gemma":[0.001210413,0.03542748,0.377771,0.0007826285,0.0001731108,0.007603269,0.08840306,0.003860868,0.1390382,0.01099979,0.3344745,0.0002556645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9747541,0.0001377768,0.01398158,0.000196565,0.0001270692,0.001016036,0.0004056528,0.0001195143,0.009261552],"genre_scores_gemma":[0.9281097,0.0003531267,0.04865669,0.0001537313,0.00007833105,0.001763036,0.0006925925,0.00002945654,0.02016336],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008053675,"threshold_uncertainty_score":0.02694225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224946961451826,"score_gpt":0.2850376704575021,"score_spread":0.2625429743123194,"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."}}