{"id":"W4413545542","doi":"10.64628/aam.enk5prssj","title":"Why cursive handwriting needs to make a schoolcomeback","year":2019,"lang":"en","type":"article","venue":"","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cursive; Handwriting; Computer science; Speech recognition; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002730029,0.000359742,0.0003779288,0.0008612399,0.003842467,0.00631889,0.00111454,0.003537266,0.04368167],"category_scores_gemma":[0.02538716,0.000377888,0.0004987904,0.0004755038,0.002299079,0.005604888,0.002525064,0.002902174,0.01110965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166188,"about_ca_system_score_gemma":0.004014144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006322933,"about_ca_topic_score_gemma":0.01253507,"domain_scores_codex":[0.9959111,0.0009332949,0.0002064514,0.0005740852,0.001370058,0.00100506],"domain_scores_gemma":[0.981957,0.004762397,0.001694151,0.001206824,0.005678636,0.004701038],"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":[0.0004400199,0.002797101,0.1448014,0.000869251,0.00009678333,0.008352799,0.06928509,0.0002615571,0.01154638,0.02798944,0.1928055,0.5407548],"study_design_scores_gemma":[0.0001636069,0.0005994824,0.1603209,0.001842993,0.0001710806,0.01044974,0.2239365,0.001224261,0.01290989,0.0619348,0.5262223,0.0002243809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5369712,0.002118786,0.009975975,0.1169065,0.003877326,0.0001957264,0.0002971811,0.002673252,0.3269841],"genre_scores_gemma":[0.9153509,0.0006520804,0.007029548,0.008995873,0.000299536,0.00007366127,0.0001214582,0.0004993894,0.06697755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04368167,"threshold_uncertainty_score":0.1461298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885146634700291,"score_gpt":0.3156460257958919,"score_spread":0.296794559448889,"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."}}