{"id":"W4410707135","doi":"10.1177/15501906251345440","title":"“Re-Collections” on Conservation","year":2025,"lang":"en","type":"article","venue":"Collections A Journal for Museum and Archives Professionals","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001483251,0.0001324045,0.0001843121,0.0006872251,0.008598801,0.0003491734,0.00007833424,0.00003412987,0.0002874535],"category_scores_gemma":[0.0001288511,0.0001031746,0.0001199686,0.0002437823,0.000167823,0.0001264765,0.00004004135,0.000218196,0.000001017302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835877,"about_ca_system_score_gemma":0.0001536818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394222,"about_ca_topic_score_gemma":0.0002268592,"domain_scores_codex":[0.9991656,0.0000772111,0.0003294126,0.0001659781,0.00008747655,0.0001743184],"domain_scores_gemma":[0.9988232,0.0007987159,0.0001200634,0.00009102871,0.0001163994,0.00005058043],"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":[0.000206002,0.0001771167,0.0001540473,0.00004214821,0.0001110494,6.251068e-7,0.005405268,0.000003028585,0.00007655012,0.3294518,0.6613284,0.003044024],"study_design_scores_gemma":[0.0006333363,0.0002262348,0.00043897,0.000307958,0.00003654593,0.000005221088,0.007982349,0.0004860409,0.0001778697,0.1109122,0.8786656,0.0001276414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03017949,0.001534286,0.01330108,0.1488776,0.008839908,0.002873092,0.0002237174,0.0004349241,0.7937359],"genre_scores_gemma":[0.1249465,0.0005075312,0.001108596,0.005285348,0.0004700291,0.0005255133,0.00001137322,0.00001708516,0.867128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2185396,"threshold_uncertainty_score":0.9926919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606413565371224,"score_gpt":0.3197087415386912,"score_spread":0.2736446058849789,"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."}}