{"id":"W4308487271","doi":"10.1016/j.matt.2022.09.025","title":"10 tips on how we write papers","year":2022,"lang":"en","type":"article","venue":"Matter","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Computer graphics (images)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001552824,0.00006884478,0.00006698355,0.00004690341,0.0004054738,0.0002909754,0.0001552165,0.00001709669,0.1953523],"category_scores_gemma":[0.000008057076,0.00006076233,0.00004083817,0.0000149554,0.00003524228,0.00012055,0.00007321612,0.0003124509,0.002370865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002235673,"about_ca_system_score_gemma":0.000005608862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002363391,"about_ca_topic_score_gemma":0.000006045389,"domain_scores_codex":[0.9994307,0.0000440748,0.00006692219,0.0001266183,0.0001733724,0.000158368],"domain_scores_gemma":[0.999775,0.00004856731,0.00003165663,0.0001079122,0.00001028871,0.00002660686],"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":[0.000007128589,0.000009998565,0.0001097246,0.000008388742,0.000005279375,0.000003495898,0.006032458,0.000002834652,0.00001214973,0.01046803,0.9816989,0.001641652],"study_design_scores_gemma":[0.00008492707,0.00003263402,0.00006385571,0.000009096186,0.000003972015,0.00000381285,0.004227494,0.000009526892,0.000004552069,0.0002927896,0.9951754,0.00009191443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01330652,0.00007177872,3.787061e-7,0.09614886,0.0003418412,0.00004067628,0.00004083904,0.00007263022,0.8899765],"genre_scores_gemma":[0.4901427,0.000001031146,0.000003105831,0.01078672,0.0007137018,0.00001152034,0.00001500468,0.00001232134,0.4983139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4768362,"threshold_uncertainty_score":0.9984059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807004663173775,"score_gpt":0.1957788749766595,"score_spread":0.1677088283449217,"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."}}