{"id":"W2101122906","doi":"10.1002/adsc.201400547","title":"Heterogeneous Light‐Mediated Reductive Dehalogenations and Cyclizations Utilizing Platinum Nanoparticles on Titania (PtNP@TiO<sub>2</sub>)","year":2014,"lang":"en","type":"article","venue":"Advanced Synthesis & Catalysis","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Chemistry; Catalysis; Platinum nanoparticles; Platinum; Photochemistry; Visible spectrum; Nanoparticle; Combinatorial chemistry; Inert; Nanotechnology; Chemical engineering; Organic chemistry; Materials science; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001201541,0.0003320841,0.0004107652,0.000163918,0.0004393941,0.00006294185,0.0002330751,0.0001884731,0.0001304285],"category_scores_gemma":[0.004477749,0.0003347663,0.0001713258,0.0005092391,0.0002035272,0.0002367539,0.00007048089,0.0002479841,0.0001338105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087719,"about_ca_system_score_gemma":0.00003452235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669257,"about_ca_topic_score_gemma":0.00006480451,"domain_scores_codex":[0.9979061,0.00006011123,0.0005002255,0.0007227471,0.0003667619,0.0004440576],"domain_scores_gemma":[0.9968123,0.001839151,0.0002266537,0.0006774769,0.0001284438,0.0003159254],"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":[0.00003132924,0.0001923127,0.00009168071,0.00002033359,0.0001570083,0.000004283715,0.0001264459,0.0005131654,0.9870248,0.000324153,0.00003441275,0.0114801],"study_design_scores_gemma":[0.000237918,0.00002070587,0.0001717409,0.00008271357,0.0002646378,0.00001808757,0.0001708957,0.001540257,0.9949627,0.001203371,0.0009724,0.00035458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942527,0.0001103778,0.0002994629,0.0004256713,0.00004644032,0.000146114,0.00008420123,0.0002741641,0.004360839],"genre_scores_gemma":[0.9985144,0.00008635474,0.0006542766,0.00008937137,0.00008152278,0.000322262,0.0001353799,0.00006906063,0.0000474304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112552,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008076825835937827,"score_gpt":0.2243876094639388,"score_spread":0.216310783628001,"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."}}