{"id":"W4399733483","doi":"10.1021/cen-10218-reactions","title":"Reactions","year":2024,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001607617,0.001293092,0.000815556,0.0009849877,0.002406496,0.004630371,0.002816178,0.004847403,0.3958393],"category_scores_gemma":[0.005614012,0.0007171821,0.0009668418,0.0009001348,0.0009204618,0.003618431,0.002886334,0.00578585,0.2661958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831302,"about_ca_system_score_gemma":0.00312715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778876,"about_ca_topic_score_gemma":0.002745011,"domain_scores_codex":[0.9974447,0.0002838295,0.000150213,0.000583612,0.001079935,0.0004577572],"domain_scores_gemma":[0.998069,0.0002976014,0.0001530376,0.0002841187,0.0008627073,0.0003335464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001097128,0.00002603184,0.0001072321,0.0003227102,0.00001312456,0.0002217145,0.00005204932,0.0000651845,0.001805501,0.01126974,0.9484589,0.03754829],"study_design_scores_gemma":[0.00001031165,0.00001310105,0.00004725451,0.00005116569,0.000003061407,0.0001005257,0.00003267778,0.00002187838,0.0009624653,0.001070891,0.99768,0.000006691359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002386187,0.03794239,0.004849494,0.1114298,0.1832806,0.0004410181,0.006466649,0.002383206,0.6508207],"genre_scores_gemma":[0.02188493,0.02102329,0.00232636,0.05915732,0.0126529,0.0004021795,0.005465452,0.00100961,0.876078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6041607,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101408046747172,"score_gpt":0.3027552927813831,"score_spread":0.2926144881066658,"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."}}