{"id":"W2065270982","doi":"10.1088/1742-6596/573/1/012030","title":"Methylthymol blue in Fricke gels","year":2015,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Ontario Centres of Excellence","keywords":"Xylenol orange; Absorbance; Dosimeter; Gelatin; Materials science; Wavelength; Nuclear chemistry; Ferric; Absorption (acoustics); Dosimetry; Chemistry; Analytical Chemistry (journal); Chromatography; Nuclear medicine; Optoelectronics; Composite material; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003965521,0.0004642467,0.000239437,0.0003593219,0.0002224664,0.0003472096,0.0002915032,0.00042565,0.001834787],"category_scores_gemma":[0.0003797984,0.0002540462,0.0001266147,0.0001753766,0.0002380671,0.0002644866,0.0003001616,0.0003755492,0.0006481413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852946,"about_ca_system_score_gemma":0.0001209977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499804,"about_ca_topic_score_gemma":0.0009751382,"domain_scores_codex":[0.9997227,0.0000715955,0.00001661368,0.00008016289,0.00007399057,0.00003498426],"domain_scores_gemma":[0.9996461,0.0001236719,0.00009467616,0.00003449614,0.00005764666,0.00004341558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004974543,0.000006053152,0.00003376841,0.00007541339,0.000002887922,0.00004435333,0.00003200847,0.00008520863,0.9980101,0.00005549022,0.00003189232,0.001573193],"study_design_scores_gemma":[0.000005289156,0.0001666414,0.0004696227,0.00001516682,0.000008660323,0.0001358712,0.00001533672,0.0001696441,0.9963436,0.00001905919,0.002645761,0.000005260251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968643,0.008771332,0.01442502,0.0002295075,0.0001384947,0.0001255704,0.0002400292,0.0004188731,0.007008141],"genre_scores_gemma":[0.953512,0.004617082,0.02550712,0.0001340055,0.00002935616,0.0001718734,0.0003491772,0.0001701249,0.01550927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834787,"threshold_uncertainty_score":0.006137967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415846565328055,"score_gpt":0.302488051210582,"score_spread":0.2683295855573015,"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."}}