{"id":"W2499866862","doi":"10.1002/macp.201600260","title":"Polymeric Photoinitiators: A New Search toward High Performance Visible Light Photoinitiating Systems","year":2016,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Photopolymer; Cationic polymerization; Polymerization; Photochemistry; Photoinitiator; Materials science; Polymer; Visible spectrum; Diode; Polymer chemistry; Optoelectronics; Chemistry; Composite material; Monomer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005547115,0.0002700393,0.0002541105,0.000008749295,0.0001864717,0.00009991321,0.00025447,0.0001143907,0.0007707027],"category_scores_gemma":[0.00001161042,0.0002320265,0.00007387277,0.000221647,0.00008110477,0.0001414481,0.0001194511,0.0001631055,0.0000263111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004486607,"about_ca_system_score_gemma":0.0001184932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009275347,"about_ca_topic_score_gemma":5.761864e-8,"domain_scores_codex":[0.9986202,0.00001206988,0.000295611,0.0004448626,0.0002523759,0.0003748435],"domain_scores_gemma":[0.999084,0.00003811276,0.000137223,0.0004617007,0.00005721474,0.0002217485],"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":[0.00001186258,0.00004713756,0.0001976062,0.000310724,0.00003347593,0.00000774693,0.00007379171,0.0000025862,0.9883224,0.0003047584,0.0001542338,0.01053362],"study_design_scores_gemma":[0.0004535819,0.00001267245,0.00001035705,0.0002364252,0.0000244927,0.00004187011,0.00004476825,0.0006259006,0.9946238,0.0002381654,0.003345936,0.0003420248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336985,0.0006483597,0.03221786,0.0002158788,0.00003928708,0.0001716946,0.0001515473,0.0003909802,0.03246585],"genre_scores_gemma":[0.9964073,0.0002804365,0.0003918564,0.00008193934,0.0003402389,0.00009009515,0.00006721335,0.00005217621,0.002288718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06270879,"threshold_uncertainty_score":0.9461767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106654747014232,"score_gpt":0.2274038340886527,"score_spread":0.2163372866185104,"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."}}