{"id":"W1598977796","doi":"","title":"Awakening the right brain and hushing the left brain: Enhancement of scholarly writing skills in an academic setting","year":2015,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01055551,0.0001724243,0.0005037923,0.0003549452,0.0007508643,0.0003016801,0.001167714,0.0001116169,0.00008411338],"category_scores_gemma":[0.0007148639,0.0001034074,0.0002076733,0.0002965516,0.0005425691,0.001889158,0.000223171,0.00140913,7.420979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693941,"about_ca_system_score_gemma":0.000153558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428961,"about_ca_topic_score_gemma":0.0112024,"domain_scores_codex":[0.9971365,0.001002058,0.0007270244,0.0001626144,0.0006884956,0.0002833374],"domain_scores_gemma":[0.9959979,0.001807413,0.001361953,0.0002572941,0.000474313,0.0001011182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001405709,0.0002904638,0.1600592,0.0001347187,0.003505649,0.00007872022,0.7597198,0.02400159,0.004218135,0.02628137,0.007831373,0.01247321],"study_design_scores_gemma":[0.01055185,0.001025357,0.04393894,0.00151311,0.007311604,0.0002444887,0.787894,0.09343427,0.00008601428,0.01220381,0.04056694,0.001229635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827161,0.0004248803,0.001175974,0.01359294,0.0002709144,0.0001078226,0.00001219248,0.000008456187,0.001690653],"genre_scores_gemma":[0.9976881,0.0001135146,0.0001163192,0.0002901978,0.001049319,5.314345e-8,0.000007348715,0.00001034461,0.0007248726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161203,"threshold_uncertainty_score":0.6251202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745254627263344,"score_gpt":0.2436847188863985,"score_spread":0.226232172613765,"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."}}