{"id":"W1791165299","doi":"10.1002/chin.201527186","title":"ChemInform Abstract: Microwave‐Assisted Catalyst‐Free Synthesis of Substituted 1,2,4‐Triazoles.","year":2015,"lang":"en","type":"article","venue":"ChemInform","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Chemistry; Formamide; Aryl; Catalysis; Alkyl; Combinatorial chemistry; Organic chemistry; Microwave","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003723429,0.0004562095,0.0006767267,0.0001316546,0.0001243947,0.00007280666,0.001187739,0.0004477545,0.001992763],"category_scores_gemma":[0.0009168074,0.0004404688,0.0003413201,0.0004238409,0.0002905815,0.0003105228,0.0002557634,0.0003193359,0.0002222475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143289,"about_ca_system_score_gemma":0.0003911524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001598199,"about_ca_topic_score_gemma":0.00005350367,"domain_scores_codex":[0.9972926,1.389904e-7,0.001155742,0.0004302544,0.0005523727,0.0005688318],"domain_scores_gemma":[0.9964739,0.0002673135,0.0007224116,0.001697218,0.0003897991,0.0004493303],"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":[0.0000910859,0.0002513159,0.00006116353,0.0004792294,0.0001794111,0.000007084202,0.0005308001,2.998821e-7,0.5596457,0.000412878,0.05623252,0.3821085],"study_design_scores_gemma":[0.000792458,0.000004064381,0.0002606679,0.0001716188,0.0001369785,0.00004999583,0.001161001,0.00000663688,0.902618,0.00008245687,0.09426368,0.0004524716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05256213,0.0003019668,0.000001720779,0.0001514743,0.00006960872,0.0001553171,0.0003244636,0.0001907926,0.9462425],"genre_scores_gemma":[0.9808742,0.00005928504,0.0003747218,0.0000441972,0.0001852523,0.0001739029,0.0004170034,0.0000626475,0.01780874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9284338,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200652837990032,"score_gpt":0.2441410622369535,"score_spread":0.2121345338570532,"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."}}