{"id":"W2904164432","doi":"10.1139/cjc-2018-0011","title":"Efficient reduction of nitroarenes in water catalyzed by reusable Pd nanoparticles immobilized on chitosan-functionalized graphene oxide","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shahid Chamran University of Ahvaz","keywords":"Sodium borohydride; Chemistry; Catalysis; Graphene; Chitosan; Oxide; Solvent; Palladium; Nanoparticle; Combinatorial chemistry; Inorganic chemistry; Chemical engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000247387,0.0002055137,0.0003927123,0.0001484312,0.000110932,0.00004227532,0.0002857355,0.0001628055,0.002386172],"category_scores_gemma":[0.0001552572,0.000173739,0.0001626509,0.0001981115,0.0003115884,0.00007603726,0.00001547884,0.0001903478,0.00001330815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671914,"about_ca_system_score_gemma":0.0005513981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288033,"about_ca_topic_score_gemma":0.0002787827,"domain_scores_codex":[0.9982651,0.00001857079,0.0008119257,0.00022517,0.0002679123,0.0004112998],"domain_scores_gemma":[0.9986507,0.0000351617,0.0003620281,0.0003706922,0.0001962683,0.0003851352],"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":[0.0002776004,0.00009504199,0.0007090699,0.00008284552,0.00006538966,0.00001630714,0.0001516722,0.0001574969,0.9979463,0.000003477031,0.0004384943,0.00005627452],"study_design_scores_gemma":[0.001447905,0.00002944624,0.0001115145,0.000177307,0.00004169967,0.0002373285,0.0002531051,0.00001521619,0.9961045,0.0001314087,0.001277229,0.0001733749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970629,0.0001850565,0.000002328017,0.0001624535,0.0003249517,0.0000512118,0.00007349692,0.00001098307,0.002126573],"genre_scores_gemma":[0.9992598,0.000006945567,0.00005701483,0.00001004343,0.0002395044,0.00000900321,0.00007587734,0.00002927536,0.0003125429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009251,"threshold_uncertainty_score":0.9985258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007826735506516861,"score_gpt":0.2097327825629291,"score_spread":0.2019060470564122,"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."}}