{"id":"W2783196655","doi":"","title":"Tips for Writing Quality Academic Papers","year":2017,"lang":"en","type":"article","venue":"The Journal of Teaching and Learning","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Quality (philosophy); Mathematics education; Academic writing; Psychology; Computer science; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01565269,0.00009111155,0.0001894603,0.00004369982,0.006085321,0.0005858686,0.0004316753,0.00006026687,0.00002591252],"category_scores_gemma":[0.00591298,0.00005756827,0.00008194111,0.000003577071,0.0001740655,0.0006035334,0.00006875009,0.003424048,0.000001057604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001407947,"about_ca_system_score_gemma":0.00002122079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335584,"about_ca_topic_score_gemma":0.00001074651,"domain_scores_codex":[0.9985942,0.0005690755,0.000387378,0.00007176162,0.0001820132,0.0001955398],"domain_scores_gemma":[0.9972274,0.0015925,0.0009342297,0.0001094943,0.00007778865,0.00005859645],"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":[0.000236752,0.00002232023,0.01637973,0.0001963243,0.0001624514,0.0000034248,0.334345,0.000246294,0.002039317,0.149757,0.01057937,0.486032],"study_design_scores_gemma":[0.0007600692,0.0001614561,0.004985397,0.000572184,0.000120163,0.0001200238,0.1175947,0.0005812319,0.00001578083,0.002857169,0.8720023,0.0002295436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367508,0.001005867,0.0002951702,0.007918322,0.0003663813,0.00005276116,0.000002084064,0.0000288829,0.05357973],"genre_scores_gemma":[0.9915577,0.00008176028,0.0002278022,0.0002942976,0.003129666,6.511734e-7,6.457503e-7,0.00001409611,0.004693439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.861423,"threshold_uncertainty_score":0.9988751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08487236212070078,"score_gpt":0.34598616020233,"score_spread":0.2611137980816293,"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."}}