{"id":"W4402641814","doi":"10.1007/s10846-024-02170-8","title":"JIRS Editorial, 3rd Quarter 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Intelligent & Robotic Systems","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01326289,0.0002386779,0.0007302468,0.000922418,0.0001101467,0.005595862,0.00267584,0.0002977149,0.0005556146],"category_scores_gemma":[0.004408754,0.0001407774,0.000456939,0.001286338,0.00007619352,0.002240494,0.0001526163,0.00115974,0.001747853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395921,"about_ca_system_score_gemma":0.0004387735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009096357,"about_ca_topic_score_gemma":0.000003627128,"domain_scores_codex":[0.9921563,0.0004462109,0.002652545,0.0004094174,0.003948518,0.0003869931],"domain_scores_gemma":[0.9945111,0.002624537,0.0008540797,0.0004730286,0.001177046,0.0003601554],"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":[0.00002187195,0.00002876901,0.0007241122,0.00003112528,0.0001101507,0.00009656339,0.0007937195,0.01154052,0.00005058687,0.001288133,0.9814013,0.003913137],"study_design_scores_gemma":[0.0001290643,0.0002080227,0.0001127818,0.0009578543,0.00007674684,0.0007476532,0.007051871,0.01466087,0.000105039,0.004230304,0.9714754,0.0002443473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.005073514,0.01967493,0.1606767,0.005332882,0.7970889,0.0003037874,0.000008278789,0.00006485786,0.0117761],"genre_scores_gemma":[0.8645658,0.0002278596,0.0002056893,0.000136513,0.1120377,0.000005062116,9.530308e-7,0.00003491986,0.02278548],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8594923,"threshold_uncertainty_score":0.9990294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07761502904286464,"score_gpt":0.3953146495684034,"score_spread":0.3176996205255387,"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."}}