{"id":"W1974767863","doi":"10.1016/j.polymer.2014.01.003","title":"Diketopyrrolopyrrole dyes: Structure/reactivity/efficiency relationship in photoinitiating systems upon visible lights","year":2014,"lang":"en","type":"article","venue":"Polymer","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Institut Universitaire de France","keywords":"Photochemistry; Flash photolysis; Cationic polymerization; Materials science; Polymerization; Reactivity (psychology); Electron paramagnetic resonance; Photodissociation; Irradiation; Halogen lamp; Cyclic voltammetry; Chemistry; Polymer chemistry; Polymer; Electrochemistry; Optics; Reaction rate constant; Physical chemistry; Kinetics; Nuclear magnetic resonance; Electrode","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":[0.0006426843,0.000258633,0.0001860222,0.0002683523,0.0001521517,0.0004009657,0.0003516157,0.0003096912,0.001162587],"category_scores_gemma":[0.0007376721,0.0002687454,0.0001391418,0.0003351871,0.0002466563,0.0005183306,0.0001486755,0.0004051628,0.0003391474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418442,"about_ca_system_score_gemma":0.00009666185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506647,"about_ca_topic_score_gemma":0.0007650666,"domain_scores_codex":[0.9997178,0.00007941528,0.00001688825,0.00005897485,0.00006774544,0.00005922306],"domain_scores_gemma":[0.9995472,0.0002572766,0.00009123468,0.00003553474,0.00004282074,0.00002595303],"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":[0.0001629326,0.00002543358,0.0002822678,0.00004486728,0.000004441335,0.00005257286,0.00006923461,0.0003383988,0.9946671,0.000352058,0.00003702951,0.003963788],"study_design_scores_gemma":[0.000002022875,0.00009824606,0.0009484302,0.000001967431,0.00000834671,0.00003534589,0.00000775848,0.0009843762,0.9975926,0.00002472436,0.0002922205,0.000003863227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894798,0.002348139,0.00545841,0.00003365957,0.00000802441,0.00001444087,0.00005476989,0.00008951096,0.002513211],"genre_scores_gemma":[0.9966966,0.0007992154,0.001199572,0.000009095484,0.000004078995,0.00000738888,0.00004588379,0.0000169721,0.001221298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162587,"threshold_uncertainty_score":0.003889263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201698177248075,"score_gpt":0.2497475009199069,"score_spread":0.2377305191474261,"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."}}