{"id":"W2551686517","doi":"10.1039/c6tc04240f","title":"Eco-friendly direct (hetero)-arylation polymerization: scope and limitation","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Scope (computer science); Polymerization; Energetics; Nanotechnology; Polymer; Materials science; Semiconductor; Environmentally friendly; Optoelectronics; Computer science; Physics; Composite material; Ecology","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":[0.0005662906,0.0004397084,0.0002566908,0.0002403024,0.0002365022,0.0005543834,0.000551951,0.0005667809,0.002663435],"category_scores_gemma":[0.00044309,0.0002280492,0.0001873944,0.0002990704,0.0002239444,0.001090354,0.000661676,0.0006942353,0.001171829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248611,"about_ca_system_score_gemma":0.0003315595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006301152,"about_ca_topic_score_gemma":0.001658759,"domain_scores_codex":[0.9997056,0.00005033445,0.00002762375,0.00006546706,0.0000892285,0.00006169553],"domain_scores_gemma":[0.9997562,0.0001001841,0.0000420174,0.00002198528,0.00005285273,0.00002676556],"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":[0.0001505188,0.000202322,0.0008380284,0.001278094,0.00002286365,0.0004766934,0.0001637779,0.001016931,0.9017254,0.00467916,0.001378828,0.08806738],"study_design_scores_gemma":[0.00001646668,0.0004935663,0.001963514,0.00008775086,0.00003463397,0.001131273,0.00009564827,0.003178717,0.9492965,0.001228221,0.04244584,0.00002780584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750953,0.09587643,0.07399788,0.00216633,0.0001545447,0.0002291139,0.0009267902,0.000419036,0.05113456],"genre_scores_gemma":[0.919315,0.05408478,0.01606727,0.0003754943,0.0001038954,0.0002063897,0.0004916819,0.0000710361,0.009284454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002663435,"threshold_uncertainty_score":0.00891006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004267819343649728,"score_gpt":0.1839832050452291,"score_spread":0.1797153857015794,"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."}}