{"id":"W4205500942","doi":"10.1002/pip.3535","title":"Dye‐sensitized solar cells as promising candidates for underwater photovoltaic applications","year":2022,"lang":"en","type":"article","venue":"Progress in Photovoltaics Research and Applications","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Monocrystalline silicon; Photovoltaic system; Polycrystalline silicon; Dye-sensitized solar cell; Underwater; Amorphous silicon; Materials science; Crystalline silicon; Silicon; Optoelectronics; Nanotechnology; Electrical engineering; Engineering; Chemistry; Electrode","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":[0.0001542764,0.0003036964,0.000344542,0.0002759063,0.0002249663,0.0006895859,0.0003796816,0.0005087759,0.002433144],"category_scores_gemma":[0.0001316777,0.0002099211,0.0002522505,0.000403028,0.0001342431,0.0005091027,0.0002327509,0.0006040809,0.001203483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254319,"about_ca_system_score_gemma":0.0001545993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437166,"about_ca_topic_score_gemma":0.0007736805,"domain_scores_codex":[0.9998989,0.00001375976,0.000005180502,0.0000198324,0.00004195108,0.00002039426],"domain_scores_gemma":[0.9999504,0.00001061219,0.000006729947,0.00000448064,0.00001890357,0.000008846348],"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":[0.00003835974,0.00005314592,0.0002067338,0.0002628627,0.00001161143,0.0001926831,0.00002026468,0.0007115739,0.9856472,0.001030038,0.0006322273,0.01119331],"study_design_scores_gemma":[0.00002116558,0.0003187807,0.0007112377,0.00003515193,0.00003066345,0.0001549835,0.00007517073,0.004592874,0.9698971,0.000435885,0.02370992,0.00001711057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861313,0.0554998,0.03019487,0.001426556,0.0007635832,0.0002747465,0.001326818,0.0005816996,0.02380055],"genre_scores_gemma":[0.9589624,0.01743969,0.01419432,0.0002489931,0.00005936137,0.0001022385,0.0006542355,0.00005994671,0.008278877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002433144,"threshold_uncertainty_score":0.008139729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588945382729323,"score_gpt":0.3404879122669298,"score_spread":0.3045984584396366,"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."}}