{"id":"W4412898932","doi":"10.1007/s11191-025-00681-w","title":"Editorial Note","year":2025,"lang":"en","type":"editorial","venue":"Science & Education","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Political science","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":[0.003576431,0.001456835,0.001052067,0.00295287,0.003429239,0.009450626,0.002162402,0.004691202,0.1925377],"category_scores_gemma":[0.02027939,0.0005077801,0.001404105,0.001662309,0.001449379,0.004183978,0.00339219,0.006441879,0.1453518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785956,"about_ca_system_score_gemma":0.004203256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410579,"about_ca_topic_score_gemma":0.002263946,"domain_scores_codex":[0.9949538,0.0005289854,0.0004107851,0.001237027,0.002375985,0.0004934242],"domain_scores_gemma":[0.9882413,0.002506124,0.0007563927,0.001069329,0.005682348,0.001744499],"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":[0.0000162205,0.000008464503,0.00004676199,0.000115595,0.000003469488,0.00004776927,0.00003612236,0.00001616515,0.0001178127,0.003048032,0.9783353,0.01820818],"study_design_scores_gemma":[0.000003573645,0.000007138854,0.00009506044,0.00008808421,0.000002194314,0.00005278809,0.00004104731,0.00002164127,0.00005939303,0.0007657532,0.9988593,0.000004030438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002250068,0.00503362,0.0008321977,0.0357042,0.8745008,0.0000979071,0.0006930802,0.0003312616,0.08258202],"genre_scores_gemma":[0.005523395,0.007074609,0.001544164,0.04846648,0.4640445,0.0002281801,0.001330306,0.0007441828,0.4710442],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1925377,"threshold_uncertainty_score":0.6441029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008943162430845959,"score_gpt":0.4088742118700542,"score_spread":0.3999310494392082,"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."}}