{"id":"W2040546372","doi":"10.1088/1742-6596/250/1/012031","title":"Non-diffusing radiochromic micelle gel","year":2010,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Malachite green; Micelle; Materials science; Cationic polymerization; Dosimeter; Nanoparticle; Diffusion; Chemical engineering; Nanotechnology; Polymer chemistry; Chemistry; Adsorption; Optics; Organic chemistry; Aqueous solution; Radiation","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":[0.0002469711,0.0003553898,0.0001577687,0.0002140052,0.0001080612,0.0003148931,0.0002386823,0.0003195315,0.001864151],"category_scores_gemma":[0.0002481385,0.0001177418,0.000151122,0.0001077285,0.0002485887,0.0002689658,0.0001748332,0.0004881905,0.000626293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596776,"about_ca_system_score_gemma":0.00018324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003158016,"about_ca_topic_score_gemma":0.0006297853,"domain_scores_codex":[0.9998533,0.00002152704,0.0000113162,0.00004419785,0.00004337995,0.00002632528],"domain_scores_gemma":[0.9997588,0.0000625911,0.00007866061,0.00002358579,0.00003981527,0.00003654843],"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":[0.00002053965,0.000005676301,0.00002461603,0.0000243916,0.000001342119,0.00001450432,0.000005502468,0.00001499957,0.9990379,0.00005698569,0.00002199495,0.0007716693],"study_design_scores_gemma":[0.000003150151,0.0000602521,0.0001484447,0.000001657996,0.000003281598,0.00004823051,0.000001960598,0.0001068158,0.9987659,0.00000775168,0.0008509363,0.000001646747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590561,0.00205995,0.03173983,0.000256218,0.0001210412,0.0001135103,0.0003295958,0.0008394655,0.005484266],"genre_scores_gemma":[0.9689806,0.0007883764,0.01967825,0.0002065633,0.00002860626,0.00008885522,0.0004121884,0.0001113909,0.009705128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001864151,"threshold_uncertainty_score":0.006236255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008684689628876465,"score_gpt":0.2578709351870291,"score_spread":0.2491862455581527,"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."}}