{"id":"W2901248364","doi":"10.1021/acs.oprd.8b00242","title":"Comparing the Pyrophoricity of Palladium Catalysts for Heterogeneous Hydrogenation","year":2018,"lang":"en","type":"article","venue":"Organic Process Research & Development","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SiliCycle (Canada)","funders":"","keywords":"Hydrogenolysis; Palladium; Catalysis; Reactivity (psychology); Chemistry; Catalytic hydrogenation; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0009748526,0.0001486925,0.0002198769,0.0001101937,0.0005401873,0.00006752361,0.0006631366,0.00008712427,0.0002212174],"category_scores_gemma":[0.0005519551,0.0001129129,0.00004457808,0.0004401554,0.0002404207,0.00008651087,0.0002120234,0.0001443036,0.0001054156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122435,"about_ca_system_score_gemma":0.0007826323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004271711,"about_ca_topic_score_gemma":0.0001042961,"domain_scores_codex":[0.9979444,0.00002532729,0.0004499534,0.0003460161,0.0007344282,0.0004999024],"domain_scores_gemma":[0.9981205,0.000153164,0.0001505445,0.0004196177,0.00105566,0.0001004599],"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":[0.00007907732,0.0001146919,0.0009826706,0.0003740134,0.0001238393,0.000001438905,0.001758787,0.00000287653,0.9950213,0.00004214012,0.000441768,0.001057338],"study_design_scores_gemma":[0.0003178604,0.00002889026,0.0003158594,0.0000513237,0.00001192996,0.00001497166,0.00022142,0.0001427298,0.994355,0.0004240003,0.003988498,0.0001274664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973373,0.00009118677,0.0002737343,0.0001136908,0.0001238478,0.0003320956,0.00001085203,0.00005260215,0.001664648],"genre_scores_gemma":[0.9988304,0.00001792556,0.0002364143,0.000007562819,0.0002152718,0.0002211306,0.00006562444,0.00003740738,0.0003682146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00354673,"threshold_uncertainty_score":0.4604454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06116935729676556,"score_gpt":0.3419740605824336,"score_spread":0.2808047032856681,"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."}}