{"id":"W7097092619","doi":"","title":"NF01/PC08 Plus Postage. DESCRIPTORS Annotated Bibliographies: *Educational Attitudes:4r","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":"Handwriting; Curriculum; Handwriting recognition; Intelligent character recognition","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":["insufficient_payload"],"category_scores_codex":[0.001404346,0.0008991603,0.0007318674,0.0135682,0.002866753,0.00292416,0.001475945,0.001143645,0.8555918],"category_scores_gemma":[0.01067886,0.0007439095,0.0003384913,0.0225039,0.0007005068,0.002706663,0.001747732,0.0008190427,0.631847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009078451,"about_ca_system_score_gemma":0.01155384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3997495,"about_ca_topic_score_gemma":0.4422106,"domain_scores_codex":[0.9985555,0.00009663951,0.0001484078,0.0001396407,0.0007702335,0.000289547],"domain_scores_gemma":[0.9901161,0.001120653,0.0004577656,0.0006550057,0.007129565,0.0005209904],"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":[0.00002447747,0.00001443617,0.000289462,0.0003234628,0.00000123168,0.00003624988,0.0001896492,0.000008229923,0.0001033652,0.0006192111,0.9773767,0.02101355],"study_design_scores_gemma":[0.000009845969,0.000007701047,0.005024876,0.0002208617,0.00000193967,0.00001989991,0.0002992268,0.00001059729,0.00008687359,0.0001125455,0.9941992,0.000006453019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009463177,0.000319335,0.0002188005,0.001273765,0.001169982,0.0007414423,0.2697632,0.001094084,0.7244732],"genre_scores_gemma":[0.003597661,0.0009814471,0.0006129019,0.0002453058,0.0002975394,0.0009078166,0.09569754,0.0006500804,0.8970097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3997495,"threshold_uncertainty_score":0.7948455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570827832588176,"score_gpt":0.3509232387601167,"score_spread":0.315214960434235,"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."}}