{"id":"W2810824051","doi":"10.1002/solr.201800143","title":"Toward a Universally Compatible Non‐Fullerene Acceptor: Multi‐Gram Synthesis, Solvent Vapor Annealing Optimization, and BDT‐Based Polymer Screening","year":2018,"lang":"en","type":"article","venue":"Solar RRL","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates","keywords":"Tetrahydrofuran; Fullerene; Annealing (glass); Solvent; Chloroform; Acceptor; Chemical engineering; Materials science; Organic solar cell; Polymer; Chemical vapor deposition; Dichlorobenzene; Organic chemistry; Chemistry; Polymer chemistry; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001455613,0.0002119004,0.0002187483,0.0001057766,0.00018565,0.00008560684,0.0001675377,0.0001165551,0.000305514],"category_scores_gemma":[0.00001925423,0.0002301213,0.00005537686,0.0002106044,0.00005247571,0.0001242898,0.00004635786,0.0001780105,0.00001439899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006497608,"about_ca_system_score_gemma":0.00006507907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235341,"about_ca_topic_score_gemma":0.0001653204,"domain_scores_codex":[0.9989989,0.00002366078,0.0002087271,0.0002353071,0.0001430994,0.0003902769],"domain_scores_gemma":[0.9994588,0.00005117079,0.00005037207,0.0002237779,0.00008116767,0.0001346957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002064981,0.0003711645,0.01075997,0.0006308574,0.001079601,0.00004933491,0.004638234,0.6263859,0.3359254,0.0004027424,0.005221035,0.01432929],"study_design_scores_gemma":[0.0004373909,0.0000672417,0.0001534756,0.00004652438,0.00003925515,0.000002722808,0.00007989127,0.6590621,0.338691,0.00000469599,0.001180707,0.0002350587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1818915,0.002007997,0.8139821,0.0001764762,0.0003855188,0.0003702082,0.00005715324,0.0004990234,0.0006300355],"genre_scores_gemma":[0.9813436,0.0001089309,0.01819209,0.00006597811,0.0001326753,0.000007506472,0.0000284372,0.00007188961,0.00004889443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7994521,"threshold_uncertainty_score":0.9384074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667177154144816,"score_gpt":0.2186816891191279,"score_spread":0.2020099175776797,"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."}}