{"id":"W4414833240","doi":"10.1386/jcs_00121_2","title":"Intervention","year":2025,"lang":"en","type":"article","venue":"Journal of Curatorial Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University; Mount Allison University","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008500639,0.00008945033,0.000325672,0.0001867113,0.00008881558,0.00003098954,0.0001422143,0.00003149747,0.00001633844],"category_scores_gemma":[0.001691526,0.00006541635,0.0002092688,0.0003378379,0.0000649761,0.0002649096,0.00007120529,0.0001647134,0.0000689333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004204,"about_ca_system_score_gemma":0.00005570427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000340726,"about_ca_topic_score_gemma":0.00001135928,"domain_scores_codex":[0.9988641,0.00010486,0.0005876397,0.00006087883,0.0002699751,0.00011262],"domain_scores_gemma":[0.9983431,0.0001318081,0.0004809891,0.00007247337,0.0009429733,0.00002871719],"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":[0.001379602,0.0003464077,0.007987992,0.000127973,0.003468103,0.00005650871,0.001394213,0.00004196528,0.01055446,0.03502759,0.9286442,0.01097103],"study_design_scores_gemma":[0.006656974,0.0007179059,0.006372688,0.001362829,0.0006574002,0.00003356455,0.005773124,0.000007303831,0.01321453,0.05092573,0.9140326,0.0002452878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521414,0.0571641,0.0007663333,0.001692071,0.07821169,0.000218412,0.000009663328,0.00007201634,0.009724242],"genre_scores_gemma":[0.9963089,0.0002806219,0.0001882025,0.00003183599,0.002893323,0.000001753564,1.306084e-7,0.000009673023,0.00028555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1441674,"threshold_uncertainty_score":0.2667601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966966037350197,"score_gpt":0.4112554535236738,"score_spread":0.3715857931501718,"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."}}