{"id":"W4361301423","doi":"10.1007/s10999-023-09638-9","title":"Editorial: message from the editor-in-chief","year":2023,"lang":"en","type":"editorial","venue":"International Journal of Mechanics and Materials in Design","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Editor in chief; Solid mechanics; Computer science; Management; Materials science; Economics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"T3","genre":"editorial/commentary","about_ca":false,"confidence":"low","reason":"Editor-in-chief's message in a journal; an editorial artifact of the scholarly communication system, mapped but not poolable, though no abstract confirms its content."},"gpt":{"tier":"T3","genre":"editorial/commentary","about_ca":false,"confidence":"low","reason":"An editor-in-chief message is contextual scholarly-publishing commentary, but the abstract is missing."},"grok":{"tier":"T3","genre":"editorial/commentary","about_ca":false,"confidence":"medium","reason":"Editor-in-chief message in an academic-writing/publishing venue; commentary/journal housekeeping, not analytic metaresearch."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007147826,0.003954967,0.004857913,0.003920476,0.003846503,0.01061025,0.003939267,0.02098703,0.02812117],"category_scores_gemma":[0.03254332,0.001513367,0.002885963,0.001465536,0.002323536,0.004417999,0.001688605,0.01598412,0.03519862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298982,"about_ca_system_score_gemma":0.004509583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345591,"about_ca_topic_score_gemma":0.004509909,"domain_scores_codex":[0.991761,0.0009206584,0.0008660353,0.0008685469,0.004979468,0.000604358],"domain_scores_gemma":[0.9717579,0.005488966,0.001844047,0.0007345429,0.01487122,0.00530326],"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":[0.00005476877,0.00001657715,0.00003417133,0.00009611878,0.00001504552,0.0001884316,0.000008248496,0.00001859622,0.0000618675,0.0001213246,0.9967884,0.002596542],"study_design_scores_gemma":[0.0001901574,0.0000570852,0.0005610183,0.0003164893,0.00007013776,0.0004471653,0.00006648817,0.0002906586,0.0002305834,0.0009132159,0.9968207,0.00003627286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004728885,0.0008706233,0.00007860889,0.03862988,0.9584048,0.00003758912,0.00005187313,0.0000671584,0.001812129],"genre_scores_gemma":[0.0006759603,0.001446711,0.0001549624,0.0415317,0.9344926,0.00004733556,0.00006198534,0.00007456685,0.02151422],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02812117,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412276215306144,"score_gpt":0.2636205744602529,"score_spread":0.2394978123071915,"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."}}