{"id":"W2803484947","doi":"10.20360/langandlit28806","title":"Writing Artifacts as Narratives of Emotion","year":2018,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Perspective (graphical); Context (archaeology); Literacy; Function (biology); Psychology; Cognitive psychology; Linguistics; Computer science; History; Literature; Art; Artificial intelligence; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001744969,0.00003047291,0.00004513359,0.0000310133,0.0001583353,0.00005107065,0.0000270064,0.00002031924,0.0007192389],"category_scores_gemma":[0.0000940183,0.00002739442,0.00001071621,0.00008943179,0.00008340909,0.000194635,0.000009498951,0.00002628009,0.00003945698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006485618,"about_ca_system_score_gemma":0.00006533486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303252,"about_ca_topic_score_gemma":0.00007046559,"domain_scores_codex":[0.9996242,0.00004711069,0.00008690306,0.0000697126,0.00008883471,0.00008326075],"domain_scores_gemma":[0.9997774,0.00002552722,0.00003842655,0.00004478417,0.00006675886,0.00004709393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001933991,0.00001314642,0.006449386,0.000003764573,0.000002871347,9.260269e-7,0.9388685,7.242011e-9,0.0003779794,0.00504401,0.0001428988,0.04909459],"study_design_scores_gemma":[0.0002777229,0.0001090315,0.2379769,0.0001583792,0.000005118171,0.000003394517,0.679575,0.000002727239,0.004635833,0.00495625,0.07210934,0.0001903507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492015,0.000213894,0.00002401011,0.0008922227,0.00009256782,0.00004486201,5.641112e-7,0.0000167403,0.04951362],"genre_scores_gemma":[0.9956117,0.00001412886,0.001109311,0.0003809639,0.0003078604,9.658689e-7,0.000003003978,0.000002034974,0.002569993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2592935,"threshold_uncertainty_score":0.7875162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075877642262297,"score_gpt":0.3339433800576619,"score_spread":0.323184603635039,"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."}}