{"id":"W4225127900","doi":"10.1016/j.cattod.2022.04.014","title":"Fabrication and optimization of CdS photocatalyst using nature leaf as biological template for enhanced visible-light photocatalytic hydrogen evolution","year":2022,"lang":"en","type":"article","venue":"Catalysis Today","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Photocatalysis; Calcination; Template; Materials science; Catalysis; Visible spectrum; Nanotechnology; Chemical engineering; Hydrogen; Chemistry; Organic chemistry; Optoelectronics","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":[0.0006196953,0.0004210404,0.0007374962,0.000597882,0.0005588437,0.00003507828,0.000552653,0.0003284611,0.0002249757],"category_scores_gemma":[0.000342397,0.0004242815,0.000325228,0.001636021,0.0001720468,0.0004061813,0.0003689398,0.00038262,0.000007518855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561679,"about_ca_system_score_gemma":0.0001107215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000420029,"about_ca_topic_score_gemma":0.00002918654,"domain_scores_codex":[0.9970319,0.0001656841,0.0008744439,0.001006985,0.0004672992,0.0004536511],"domain_scores_gemma":[0.9975845,0.0001977436,0.000772372,0.000985689,0.0003278369,0.0001318958],"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":[0.0003085391,0.0002048771,0.00009626038,0.0000650121,0.0002470546,0.000002344742,0.000309645,0.2098994,0.7866893,0.001138081,0.0000867521,0.0009527811],"study_design_scores_gemma":[0.0007260945,0.0002690436,0.00002396428,0.00002894963,0.0003688744,0.00003034517,0.0003474872,0.06357896,0.928749,0.002750545,0.002629658,0.000497115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6782861,0.001431644,0.3149869,0.00008621587,0.0001748671,0.003143741,0.000187606,0.0004353544,0.001267596],"genre_scores_gemma":[0.9830729,0.00005718059,0.01226055,0.0000918371,0.00007070822,0.001424825,0.002708452,0.00008123493,0.0002322597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3047868,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554839350965751,"score_gpt":0.2819672942350738,"score_spread":0.2664189007254162,"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."}}