{"id":"W4411867672","doi":"10.1016/j.asw.2025.100963","title":"Editorial Volume 65","year":2025,"lang":"en","type":"article","venue":"Assessing Writing","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Volume (thermodynamics); Computer science; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004872536,0.00280169,0.002086769,0.006021537,0.002880541,0.009937878,0.00215234,0.008463675,0.1405521],"category_scores_gemma":[0.02354631,0.0008202372,0.001868323,0.001849921,0.001380721,0.002832064,0.002532972,0.007714832,0.08584221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455569,"about_ca_system_score_gemma":0.002690986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828667,"about_ca_topic_score_gemma":0.004875922,"domain_scores_codex":[0.9965126,0.0005653089,0.0003442267,0.0004870732,0.001745864,0.000344873],"domain_scores_gemma":[0.985677,0.003134478,0.0009193842,0.0007022006,0.006570045,0.002997013],"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":[0.00001776052,0.000006822364,0.00001758406,0.00006912142,0.000004090626,0.00003363617,0.000004897323,0.000006441672,0.00002870586,0.0001303689,0.994378,0.00530259],"study_design_scores_gemma":[0.00002994546,0.00001183263,0.0001748864,0.0002099568,0.00001380615,0.00005018782,0.00002095696,0.00002977255,0.0000376092,0.0004715399,0.998943,0.000006485331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004485362,0.002998156,0.00008875218,0.0224873,0.9623859,0.00003746267,0.0001203098,0.00009811059,0.01173917],"genre_scores_gemma":[0.0007778174,0.003433984,0.0001188095,0.02394417,0.8795762,0.00006370099,0.0002136397,0.0001221523,0.09174943],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1405521,"threshold_uncertainty_score":0.4701938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846164383884516,"score_gpt":0.2503316272447193,"score_spread":0.2218699834058741,"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."}}