{"id":"W4416793265","doi":"10.1039/d5gc02437d","title":"Low indoor light-driven CO <sub>2</sub> conversion into visible C <sub>4</sub> bioplastic <i>via</i> homogeneous non-metal-based biohybrids under photoexcitation","year":2025,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"Hebei University; Department of Education of Hebei Province; National Natural Science Foundation of China","keywords":"Bioplastic; Photoexcitation; Homogeneous; Visible spectrum; Reactivity (psychology)","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":[0.0001621608,0.0005937353,0.0006106005,0.0003024173,0.0001758743,0.00009008996,0.0005254948,0.0005144117,0.0001213426],"category_scores_gemma":[0.0002254527,0.0006992522,0.0003955849,0.001409023,0.000173876,0.0001796724,0.0001992153,0.0004744489,0.0002562889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006291562,"about_ca_system_score_gemma":0.0002723841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005220099,"about_ca_topic_score_gemma":0.00001533375,"domain_scores_codex":[0.9970289,0.00003144627,0.0007625661,0.000955003,0.0006194274,0.0006026888],"domain_scores_gemma":[0.997814,0.0003997949,0.0002702406,0.0009141359,0.0003083861,0.0002934239],"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":[0.00009009129,0.0001516921,0.000443829,0.001113525,0.0002324761,0.00003808242,0.00005506497,0.008429344,0.9874383,0.000004398344,0.0009794183,0.001023735],"study_design_scores_gemma":[0.001526546,0.00001839924,0.00006569414,0.0002810035,0.0002380644,0.00001449742,0.00005291718,0.1005813,0.8963718,0.00005660067,0.0002030204,0.0005902101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484782,0.0001214464,0.04919283,0.0002844386,0.0002840204,0.0003176496,0.00009184422,0.0004351256,0.0007944476],"genre_scores_gemma":[0.9978318,0.00003280001,0.0001970476,0.0003672793,0.0001690285,0.0001129501,0.0009763656,0.0001044063,0.0002083402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09215192,"threshold_uncertainty_score":0.9995459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004434739674477469,"score_gpt":0.2092288926450963,"score_spread":0.2047941529706188,"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."}}