{"id":"W4415003037","doi":"10.1177/27550311251385446","title":"Words matter: A response to Eccles, Ioannou, and Serafeim's commentary on King (2025)","year":2025,"lang":"en","type":"article","venue":"Journal of Management Scientific Reports","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Perspective (graphical); Government (linguistics); Subject (documents); Exposition (narrative)","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":[0.01649622,0.001523038,0.003121587,0.002190934,0.01909226,0.01638078,0.008116543,0.1312276,0.01151075],"category_scores_gemma":[0.07956862,0.00174888,0.002506166,0.003002457,0.01927621,0.0144843,0.01106049,0.1132391,0.00950475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01333371,"about_ca_system_score_gemma":0.01677934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04352991,"about_ca_topic_score_gemma":0.08053799,"domain_scores_codex":[0.9858671,0.003767761,0.001659619,0.002408903,0.003947048,0.002349653],"domain_scores_gemma":[0.9330814,0.04203922,0.004152422,0.001578406,0.01164509,0.007503517],"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":[0.00002059563,0.0000062799,0.00007767635,0.00005322081,0.00001083813,0.0000904878,0.0009744577,0.000012764,0.00002976987,0.002093002,0.9953689,0.001261943],"study_design_scores_gemma":[0.00003213283,0.0000200221,0.0007243033,0.0008355504,0.00004377476,0.000199295,0.005230656,0.00006152566,0.0001391302,0.007858002,0.9847727,0.00008286117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009168816,0.001631788,0.00002857189,0.9760268,0.02167292,0.000002707614,0.00002172338,0.0000064807,0.0005172237],"genre_scores_gemma":[0.001037066,0.0003754296,0.0000492127,0.9819182,0.0151642,0.00001109987,0.00000743009,0.00001800725,0.001419351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1312276,"threshold_uncertainty_score":0.09674329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525247547771283,"score_gpt":0.3072241073097854,"score_spread":0.2919716318320726,"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."}}