{"id":"W2095844923","doi":"10.1109/jstqe.2009.2035334","title":"Broad Spectrum Light Harvesting in TiO$_2$ Nanotube Array – Hemicyanine Dye – P3HT Hybrid Solid-State Solar Cells","year":2009,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Quantum Electronics","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Organic solar cell; Hybrid solar cell; Dye-sensitized solar cell; Optoelectronics; Visible spectrum; Solar cell; Organic semiconductor; Nanotechnology; Photochemistry; Polymer solar cell; Chemistry; Polymer; Electrode; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001047625,0.0005244017,0.001058396,0.0008596651,0.0001386855,0.0001648521,0.0007515112,0.0002494176,0.0000645675],"category_scores_gemma":[0.0002118706,0.0005152891,0.0002877144,0.001694266,0.00003856261,0.0005284508,0.00002547661,0.002188851,0.00002822858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009085748,"about_ca_system_score_gemma":0.0006981839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003130342,"about_ca_topic_score_gemma":0.00268434,"domain_scores_codex":[0.9952216,0.0002969055,0.001903007,0.0005001824,0.0006646363,0.001413731],"domain_scores_gemma":[0.9978552,0.0001274995,0.0009021804,0.0004731888,0.000408243,0.0002336406],"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":[0.0002374163,0.0005112327,0.0004723282,0.00003495659,0.0001256837,0.0004605912,0.0006698443,0.0164787,0.9729707,0.0007677095,0.0007026198,0.006568227],"study_design_scores_gemma":[0.001773127,0.0009745307,0.0006709399,0.0001968031,0.00006470055,0.0003518916,0.00003459867,0.007080934,0.9474128,0.00875217,0.03208628,0.0006012568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928417,0.002351194,0.00116593,0.001142225,0.0006685011,0.0002604905,0.000004828866,0.00005998923,0.001505169],"genre_scores_gemma":[0.9944343,0.002694391,0.0005799705,0.0003914253,0.0006839558,0.000004347734,0.00001233897,0.00007326087,0.001125996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03138366,"threshold_uncertainty_score":0.9997299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007670027716727559,"score_gpt":0.2329320241577075,"score_spread":0.2252619964409799,"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."}}