{"id":"W4395108371","doi":"10.31436/asiatic.v9i1.568","title":"A Belated Thank You","year":2015,"lang":"en","type":"article","venue":"Asiatic IIUM Journal of English Language and Literature","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Flinders University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006015171,0.001606487,0.001424529,0.001257933,0.01263777,0.01727286,0.001731915,0.006775236,0.04186353],"category_scores_gemma":[0.03006187,0.0006189776,0.000814891,0.0005579593,0.008218282,0.0140615,0.01098673,0.02166233,0.03557068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003965313,"about_ca_system_score_gemma":0.005845916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707214,"about_ca_topic_score_gemma":0.004305821,"domain_scores_codex":[0.9902542,0.003332545,0.0003223927,0.002050699,0.002779918,0.001260227],"domain_scores_gemma":[0.9790055,0.002147475,0.001011673,0.001163311,0.00739683,0.009275094],"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":[0.00004809802,0.00003092719,0.0004951892,0.00008292353,0.00001289018,0.0003428105,0.003724631,0.00002023369,0.0003065651,0.01743058,0.95988,0.01762514],"study_design_scores_gemma":[0.000003965149,0.00002017334,0.0001713835,0.0001303666,0.000003271986,0.0003964113,0.003723538,0.00002704789,0.0001070661,0.002585376,0.9928097,0.00002169512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003687123,0.02141549,0.002292907,0.7259481,0.1797924,0.00006703589,0.0002703626,0.0005504919,0.06597613],"genre_scores_gemma":[0.04639291,0.008686789,0.002340492,0.3894741,0.0226344,0.0001192022,0.000235138,0.0009348837,0.529182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04186353,"threshold_uncertainty_score":0.1400475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193978847827397,"score_gpt":0.320215386134911,"score_spread":0.298275597656637,"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."}}