{"id":"W4391534065","doi":"10.1016/j.jneb.2023.12.006","title":"Scientific Writing—What's in a Word","year":2024,"lang":"en","type":"editorial","venue":"Journal of Nutrition Education and Behavior","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Causation; Word (group theory); Psychology; Association (psychology); Field (mathematics); Medical education; Linguistics; Medicine; Epistemology; Psychotherapist","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03020643,0.003279794,0.004874988,0.009618142,0.008642103,0.03201833,0.005126005,0.02169198,0.02263547],"category_scores_gemma":[0.1219058,0.001616771,0.002387174,0.005679489,0.008014882,0.009667695,0.003946173,0.02443125,0.01266537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007301078,"about_ca_system_score_gemma":0.01772152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003361856,"about_ca_topic_score_gemma":0.008441519,"domain_scores_codex":[0.9655316,0.008878841,0.006169791,0.002020112,0.01551581,0.001883764],"domain_scores_gemma":[0.7846408,0.07085941,0.009432781,0.005837842,0.1021432,0.02708595],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002315309,0.00001927872,0.00002964273,0.0003114216,0.00001920072,0.00005429157,0.00004315414,0.00001190267,0.00004236732,0.0005510477,0.991442,0.007452409],"study_design_scores_gemma":[0.00006185921,0.00002643215,0.0002363212,0.001334886,0.00005376123,0.0001437381,0.0002590443,0.0001160106,0.0001082077,0.002087061,0.9955444,0.0000282899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001597111,0.002417222,0.00005146944,0.04177754,0.954823,0.000008212774,0.00001186209,0.00001926744,0.0008754877],"genre_scores_gemma":[0.0004365381,0.00376962,0.000157631,0.02605626,0.9631205,0.00002374632,0.00002225151,0.0000666718,0.006346745],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9697936,"threshold_uncertainty_score":0.1597488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463896157544156,"score_gpt":0.3074044777174171,"score_spread":0.2827655161419755,"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."}}