{"id":"W1966113369","doi":"10.1007/s13726-012-0091-5","title":"Kinetic study of photodegradation of water soluble polymers","year":2012,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aqueous solution; Photodegradation; Polymer; Materials science; Ethylene glycol; Molar mass distribution; Photochemistry; Thermodynamics; Chemical engineering; Organic chemistry; Chemistry; Composite material; Physics; Photocatalysis","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":[0.0002583111,0.0004514049,0.0004001105,0.0002723958,0.0001683801,0.0003106911,0.0004348684,0.000388191,0.001676232],"category_scores_gemma":[0.0003929667,0.0002053219,0.0005651973,0.0003695785,0.0001561723,0.0005583152,0.0001476484,0.0007249781,0.0004024323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724278,"about_ca_system_score_gemma":0.0002864136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003135661,"about_ca_topic_score_gemma":0.002115982,"domain_scores_codex":[0.999814,0.00001976124,0.00001074288,0.00004258502,0.00005007789,0.00006294703],"domain_scores_gemma":[0.9997823,0.00009203715,0.00003229489,0.00001418433,0.00006167043,0.00001756082],"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":[0.0006829229,0.0001826641,0.001230316,0.0003312591,0.00006429931,0.0001174877,0.0001210432,0.002116857,0.984439,0.0005168433,0.0001826153,0.01001485],"study_design_scores_gemma":[0.00001318184,0.0004292201,0.002882395,0.000009057456,0.00002744372,0.00007288736,0.00004235263,0.0059174,0.9893767,0.0000744405,0.001142228,0.00001269017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902727,0.003275578,0.003723734,0.00007452384,0.00004195157,0.00003095171,0.0002836368,0.00004334997,0.002253681],"genre_scores_gemma":[0.9950984,0.001126245,0.0009278604,0.00001767423,0.000005685371,0.00001143495,0.0001922064,0.00001066333,0.002609827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003135661,"threshold_uncertainty_score":0.006234825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097115237157968,"score_gpt":0.251309066500342,"score_spread":0.2303379141287623,"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."}}