{"id":"W2080250234","doi":"10.1107/s0909049506053829","title":"Chemically selective soft X-ray patterning of polymers","year":2007,"lang":"en","type":"article","venue":"Journal of Synchrotron Radiation","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polymer; X-ray; Chemistry; Nanotechnology; Materials science; Optics; Physics; Organic chemistry","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":[0.0001024367,0.0004209803,0.0001841661,0.000166253,0.0001327934,0.0002682408,0.0002560902,0.0002446712,0.002275844],"category_scores_gemma":[0.0001595504,0.0002438879,0.0002080895,0.0001131047,0.0002179809,0.0002696213,0.0002730997,0.0003760268,0.0005498556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320468,"about_ca_system_score_gemma":0.0001192174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171124,"about_ca_topic_score_gemma":0.0004134454,"domain_scores_codex":[0.9998661,0.00001304807,0.000007902702,0.00004424109,0.00004236922,0.00002638342],"domain_scores_gemma":[0.9998571,0.0000370193,0.00004715766,0.00002645151,0.00001831365,0.00001389265],"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":[0.00001114175,0.000001844517,0.00002716646,0.00001653244,0.00000124322,0.000007436649,0.000004102249,0.00001931825,0.999418,0.00002280979,0.000005830751,0.000464595],"study_design_scores_gemma":[0.000002071595,0.00002216819,0.0004816309,0.000001438657,0.000002211988,0.00002738975,0.000003619247,0.00009851245,0.9990801,0.000007124821,0.0002728556,9.648945e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877329,0.0008348978,0.008210901,0.00004883615,0.00002406195,0.00003705651,0.0001703225,0.0001272699,0.002813764],"genre_scores_gemma":[0.9812924,0.0008443273,0.01321421,0.00005277599,0.000009928048,0.00005447169,0.0002075803,0.00007375096,0.004250513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002275844,"threshold_uncertainty_score":0.00761348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004163627911218775,"score_gpt":0.2611959478236951,"score_spread":0.2570323199124763,"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."}}