{"id":"W2951749461","doi":"10.1002/chin.201530110","title":"ChemInform Abstract: Light‐Enabled Synthesis of Anhydrides and Amides.","year":2015,"lang":"en","type":"article","venue":"ChemInform","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Combinatorial chemistry; Chemistry; Process (computing); Organic chemistry; Computer science; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001750201,0.0002585782,0.0004004945,0.00005859374,0.00004598929,0.00003995963,0.0003051336,0.0002880627,0.001439039],"category_scores_gemma":[0.001762808,0.0002330724,0.0001168044,0.0001657065,0.0002289416,0.0003492293,0.000126058,0.0002810761,0.00005749342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874315,"about_ca_system_score_gemma":0.0001325897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035156,"about_ca_topic_score_gemma":0.000003628792,"domain_scores_codex":[0.9983969,2.970016e-8,0.0005686543,0.0002485275,0.0004073619,0.0003785477],"domain_scores_gemma":[0.9982941,0.0003006828,0.0002581333,0.0004811267,0.0001503894,0.0005155472],"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":[0.00013856,0.0001781006,0.0001899015,0.0008458347,0.0001389675,0.00001170424,0.0008054034,3.450128e-7,0.6109201,0.0002504145,0.07557902,0.3109416],"study_design_scores_gemma":[0.0003899258,0.000008259639,0.00007025267,0.0001217975,0.00004354683,0.00002719319,0.0005124139,0.00001569982,0.9226809,0.0004726292,0.07541218,0.000245275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1286754,0.0001386742,5.779934e-8,0.0001329739,0.0000332686,0.00007305734,0.00002189292,0.0001080031,0.8708166],"genre_scores_gemma":[0.9843983,0.00005604077,0.00006155726,0.00005189265,0.0001177941,0.00007352966,0.00002543119,0.00003047411,0.01518496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8557229,"threshold_uncertainty_score":0.9994738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688763947677354,"score_gpt":0.2387178670242474,"score_spread":0.2218302275474739,"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."}}