{"id":"W4237140947","doi":"10.1002/ange.201984261","title":"Frontispiz: Building a Bridge from Papermaking to Solar Fuels","year":2019,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bridge (graph theory); Papermaking; Polymer science; Engineering; Chemistry; Pulp and paper industry","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":[0.001479598,0.0006775354,0.0003574118,0.001953554,0.002479515,0.004322363,0.001450036,0.002630823,0.1146396],"category_scores_gemma":[0.001229569,0.0003748038,0.0003974396,0.00169224,0.001187178,0.008047491,0.005773367,0.002813191,0.04295487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708185,"about_ca_system_score_gemma":0.003295138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006762288,"about_ca_topic_score_gemma":0.01671682,"domain_scores_codex":[0.9994053,0.00006277231,0.00002004166,0.0001014083,0.0002529919,0.00015746],"domain_scores_gemma":[0.9993054,0.00005111492,0.00002401921,0.0001301526,0.0001721152,0.0003171224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002002203,0.0002120382,0.001127688,0.0004654693,0.00001601477,0.0002675396,0.0007323042,0.001107684,0.01646494,0.1270657,0.3166638,0.5356767],"study_design_scores_gemma":[0.00001040474,0.00005890426,0.0004615535,0.00008822016,0.000002951942,0.00005586962,0.0003053424,0.0001742301,0.003143749,0.0113944,0.984294,0.00001044865],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02841987,0.02724261,0.06715892,0.06051043,0.01835835,0.0003334038,0.002600536,0.007466211,0.7879097],"genre_scores_gemma":[0.1397564,0.03369537,0.07384917,0.01284496,0.003398083,0.0002170013,0.0052845,0.003613241,0.7273414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1146396,"threshold_uncertainty_score":0.3835078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513387290122327,"score_gpt":0.2407725672918397,"score_spread":0.2256386943906164,"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."}}