{"id":"W7154630510","doi":"10.29363/nanoge.matsusspring.2026.289","title":"New Molecular Materials for Large Area Roll-Coated Organic Photovoltaics","year":2025,"lang":"","type":"article","venue":"","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Organic solar cell; Photovoltaics; Photovoltaic system; Organic molecules; Work (physics)","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":[0.0001322809,0.0002826807,0.0002157266,0.0003963573,0.0002057607,0.0006942125,0.0005022414,0.0005412274,0.005549415],"category_scores_gemma":[0.0001657792,0.0002517644,0.0001489453,0.0002096217,0.0001921194,0.0008388338,0.0003401003,0.0006777722,0.001753415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717996,"about_ca_system_score_gemma":0.0001006111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081937,"about_ca_topic_score_gemma":0.000377526,"domain_scores_codex":[0.999908,0.00001157245,0.000004523444,0.00001407328,0.00003980686,0.00002202723],"domain_scores_gemma":[0.9999431,0.000009985816,0.00001462955,0.000008661557,0.00001055044,0.00001295911],"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":[0.00007806143,0.00005798887,0.00008012934,0.0002514472,0.00001195601,0.00009878407,0.00003003085,0.0006021108,0.974719,0.009946879,0.001157197,0.01296638],"study_design_scores_gemma":[0.00006247954,0.0004530019,0.0009543945,0.00002582339,0.0000274336,0.0002390978,0.00004729486,0.006070259,0.949936,0.001377654,0.04077724,0.00002927025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8357431,0.02328142,0.0738783,0.002455407,0.001183193,0.0002811828,0.001196853,0.002858023,0.05912247],"genre_scores_gemma":[0.9457,0.005469106,0.0284426,0.0004571069,0.0002032677,0.0001400999,0.0004975607,0.0001700652,0.01892016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005549415,"threshold_uncertainty_score":0.01856458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006193788730003976,"score_gpt":0.2204728150511184,"score_spread":0.2142790263211145,"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."}}