{"id":"W7097486751","doi":"","title":"WRITING IN ENGLISHLW","year":2016,"lang":"en","type":"article","venue":"","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Spelling; Literal (mathematical logic); Feature (linguistics); Set (abstract data type); Strengths and weaknesses","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006600205,0.0003254514,0.0002164058,0.0007723847,0.00189405,0.002375165,0.0003724452,0.0002563305,0.01307279],"category_scores_gemma":[0.002546498,0.0001079695,0.0001465571,0.0006172027,0.0006323517,0.0006101298,0.0007623563,0.0003218002,0.001781349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238083,"about_ca_system_score_gemma":0.003173544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2101974,"about_ca_topic_score_gemma":0.3869914,"domain_scores_codex":[0.9993207,0.00008193686,0.00006271942,0.0001052836,0.0002553588,0.0001739364],"domain_scores_gemma":[0.997075,0.0003778088,0.0006519729,0.0002152702,0.001284546,0.0003954844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000208827,0.0004207217,0.6137895,0.0002677347,0.00003419049,0.001826329,0.1785593,0.00009204988,0.01576605,0.001971137,0.006395731,0.1806683],"study_design_scores_gemma":[0.000008373155,0.0001880003,0.9416856,0.00007924427,0.00000877382,0.0005317892,0.02969076,0.00006519935,0.0009300024,0.0001214981,0.02667683,0.0000138907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.973994,0.0001876334,0.000142003,0.0001349155,0.00001339226,0.00002982691,0.0003589938,0.00001531719,0.02512388],"genre_scores_gemma":[0.9597845,0.0002452932,0.0003629463,0.0001132723,0.000006845137,0.00002222214,0.0003993602,0.00000910895,0.03905636],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9869272,"threshold_uncertainty_score":0.4179479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443317915898117,"score_gpt":0.3423858984338204,"score_spread":0.3179527192748392,"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."}}