{"id":"W4388974156","doi":"10.1242/jeb.246916","title":"Enhancing your research: how JEB supports research papers from submission to publication and public outreach","year":2023,"lang":"en","type":"editorial","venue":"Journal of Experimental Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Pride; Globe; Public relations; Outreach; Negotiation; Library science; Engineering ethics; Psychology; Political science; Sociology; Computer science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.304728,0.002681558,0.004672116,0.01965714,0.01869573,0.1003689,0.01138591,0.02850742,0.08297379],"category_scores_gemma":[0.6471881,0.005003417,0.003623852,0.01419708,0.01226346,0.05360496,0.04265271,0.02816579,0.1913466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107101,"about_ca_system_score_gemma":0.0849255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690166,"about_ca_topic_score_gemma":0.009452121,"domain_scores_codex":[0.6643935,0.1499606,0.03230919,0.01597854,0.121478,0.01588023],"domain_scores_gemma":[0.2290186,0.1970024,0.04055202,0.07908949,0.2795191,0.1748184],"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":[0.00009176177,0.0001101415,0.0008636733,0.0007397805,0.00007990593,0.0004233749,0.003512444,0.00008578708,0.0006400985,0.005050124,0.882771,0.1056319],"study_design_scores_gemma":[0.00005040296,0.00004913032,0.0006186925,0.0008751563,0.00002845731,0.0002229789,0.001916542,0.0001329326,0.0002282532,0.005768295,0.9899879,0.0001212715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002406784,0.01396799,0.02855502,0.7282241,0.1066783,0.001824156,0.0009893787,0.01575376,0.1016004],"genre_scores_gemma":[0.02801177,0.02514529,0.1692694,0.4362632,0.09766419,0.00745531,0.003129928,0.03139693,0.201664],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.695272,"threshold_uncertainty_score":0.8573942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249869756150357,"score_gpt":0.4113163763055103,"score_spread":0.2863294006904746,"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."}}