{"id":"W1507894858","doi":"10.20360/g22c7j","title":"Authenticity and Children's Engagement with Writing","year":2015,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Reading (process); Psychology; Professional writing; Pedagogy; Class (philosophy); Mathematics education; Linguistics; Computer science","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":[0.002404968,0.0002484354,0.0003285085,0.0009415281,0.0009264947,0.00385993,0.0003910551,0.0006762485,0.003031813],"category_scores_gemma":[0.01648688,0.0002753093,0.0003344064,0.0003736139,0.002452524,0.0020614,0.002902385,0.001352903,0.0002888132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000621777,"about_ca_system_score_gemma":0.0004452318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272136,"about_ca_topic_score_gemma":0.002201652,"domain_scores_codex":[0.9975576,0.0008682122,0.0002389281,0.0003186763,0.0006687535,0.0003477711],"domain_scores_gemma":[0.9879946,0.004983061,0.004288217,0.0007107823,0.0008660892,0.001157242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002916141,0.0004300254,0.3604034,0.0004076181,0.00008001881,0.002316267,0.557152,0.0002065079,0.01843965,0.007015331,0.0005069427,0.05275068],"study_design_scores_gemma":[0.00004346701,0.0005363537,0.7864858,0.0003157022,0.00008236123,0.004108684,0.1848487,0.0002861413,0.003980485,0.004064449,0.01517719,0.00007057869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910564,0.0002491406,0.0003932751,0.0001224802,0.000003553603,0.000009975055,0.00001798814,0.00001559555,0.008131607],"genre_scores_gemma":[0.9984637,0.0001910114,0.0003433559,0.00002028784,0.000002516659,0.00001438922,0.00002568444,0.000007418058,0.0009317729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00385993,"threshold_uncertainty_score":0.01271886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852952788418153,"score_gpt":0.323739907697555,"score_spread":0.3052103798133735,"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."}}