{"id":"W7082634105","doi":"10.7202/1120140ar","title":"Editors’ Introduction","year":2025,"lang":"en","type":"article","venue":"Narrative Works","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":[],"consensus_categories":[],"category_scores_codex":[0.002875794,0.001527076,0.0009773611,0.003699587,0.001878107,0.005863462,0.002142067,0.003417159,0.2362071],"category_scores_gemma":[0.01698052,0.0004819981,0.001057007,0.001898397,0.001024336,0.003109876,0.00280145,0.004510636,0.1042429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460726,"about_ca_system_score_gemma":0.001998743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427658,"about_ca_topic_score_gemma":0.004064845,"domain_scores_codex":[0.9980573,0.0002925987,0.0001561056,0.0003107333,0.0009515688,0.0002316583],"domain_scores_gemma":[0.9911466,0.002241996,0.0006025359,0.0005459562,0.003794559,0.00166836],"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":[0.000006132182,0.000002885265,0.00001079032,0.00006968572,0.000001288878,0.00001188411,0.000007971502,0.00001083879,0.00001932944,0.000474222,0.9905387,0.00884623],"study_design_scores_gemma":[0.000003525198,0.000003062137,0.00003989332,0.00008051597,0.000001623004,0.00002196395,0.00001143638,0.000009198094,0.0000171977,0.0002875715,0.9995219,0.000002037669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009836412,0.009172481,0.000540799,0.04569075,0.900738,0.00005211728,0.0005704719,0.0001810567,0.04295596],"genre_scores_gemma":[0.001774354,0.01151504,0.0007276456,0.04105717,0.6017227,0.0001439239,0.0007428355,0.0003419933,0.3419743],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2362071,"threshold_uncertainty_score":0.7901914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006511756689131907,"score_gpt":0.2335772602041699,"score_spread":0.227065503515038,"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."}}