{"id":"W4243545642","doi":"10.21611/qirt.2010.046","title":"A Comparison of Near- and Mid-Infrared band reflectography in the diagnostics of artwork","year":2010,"lang":"en","type":"article","venue":"Proceedings of the 2010 International Conference on Quantitative InfraRed Thermography","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Infrared; Computer science; Remote sensing; Optics; Geology; Physics","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":[0.001090382,0.0003533594,0.0002582848,0.001721893,0.0002093237,0.0008479745,0.0004746382,0.0007602401,0.001639999],"category_scores_gemma":[0.001341817,0.0002813583,0.0003316458,0.0007618041,0.0004403197,0.0006967922,0.0004535853,0.0003599766,0.0005711085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015199,"about_ca_system_score_gemma":0.0001728746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003566205,"about_ca_topic_score_gemma":0.001041678,"domain_scores_codex":[0.999341,0.0001981758,0.00001837388,0.0001179588,0.0002756388,0.00004884897],"domain_scores_gemma":[0.9993161,0.0003575098,0.00006125006,0.0000788855,0.0001546087,0.00003166745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009808803,0.0001314255,0.01727971,0.0004233911,0.00008620361,0.0002201137,0.000530857,0.003843896,0.6801875,0.001821222,0.000431518,0.2940633],"study_design_scores_gemma":[0.00005968427,0.001431221,0.2030924,0.0002144446,0.0003948896,0.004955347,0.001310127,0.07104225,0.7025046,0.00239142,0.01242747,0.0001762717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.684486,0.004501401,0.2876234,0.0002116064,0.0001413772,0.000105123,0.0001762176,0.000714701,0.02204014],"genre_scores_gemma":[0.8379003,0.001386292,0.1567218,0.00006529744,0.00003941627,0.00003502427,0.00008606547,0.0001127683,0.003652975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721893,"threshold_uncertainty_score":0.005766511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09164763068279962,"score_gpt":0.3407199138586141,"score_spread":0.2490722831758145,"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."}}