{"id":"W2061301978","doi":"10.1016/j.polymer.2010.06.052","title":"Photo-induced crosslinking of water-soluble polymers with a new photobase generator","year":2010,"lang":"en","type":"article","venue":"Polymer","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Photoresist; Polymer; Aqueous solution; Methacrylate; Solvent; Polymer chemistry; Materials science; Photoinitiator; Chemistry; Glycidyl methacrylate; Chemical engineering; Organic chemistry; Polymerization; Monomer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004587861,0.0002162912,0.0002330768,0.00006663844,0.0001458064,0.00004868068,0.0003050716,0.0001578712,0.009977963],"category_scores_gemma":[0.000006406189,0.0001660465,0.00008575357,0.0001794676,0.0001041723,0.0001087836,0.00006266516,0.0002584926,0.00002337211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001336884,"about_ca_system_score_gemma":0.0001541188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289852,"about_ca_topic_score_gemma":0.0001006793,"domain_scores_codex":[0.9987594,0.000004731981,0.0003195723,0.0003326108,0.0002276369,0.0003560704],"domain_scores_gemma":[0.9989421,0.00001783929,0.0001434273,0.0006301969,0.00005212382,0.0002143261],"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":[0.00003119128,0.00008250536,0.0005950768,0.000020703,0.00002737158,0.000001744408,0.0002265769,2.919333e-7,0.9964733,0.0005006028,0.0001768152,0.001863836],"study_design_scores_gemma":[0.0005092871,0.00002211422,0.00001325066,0.00002031464,0.0000292116,0.00001567711,0.00005332827,0.00007510262,0.9935162,0.00005571836,0.005442919,0.0002468516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838138,0.0001009568,0.0006150171,0.0001694547,0.00009010499,0.0001203454,0.00003184046,0.0002218428,0.01483666],"genre_scores_gemma":[0.9915628,0.000006201032,0.0008330818,0.0002625083,0.0001976005,0.00009045899,0.00006386221,0.00005754597,0.006925914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009954591,"threshold_uncertainty_score":0.990927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171846202088662,"score_gpt":0.2455277860916817,"score_spread":0.2338093240707951,"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."}}