{"id":"W2601083698","doi":"10.71781/11450","title":"Synthesis of heterocyclic compounds of medicinal relevance","year":2003,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Synthesis and Reactions of Organic Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Chemistry; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001472952,0.0002542936,0.000763692,0.00009924585,0.00006428265,0.00003107855,0.0008049664,0.000319297,0.01154428],"category_scores_gemma":[0.0003283017,0.0002356966,0.0001795211,0.0001260918,0.00007757732,0.00008150663,0.00004687875,0.0002347147,0.00004626482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000616683,"about_ca_system_score_gemma":0.0001190331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169792,"about_ca_topic_score_gemma":0.000131337,"domain_scores_codex":[0.9983858,0.00002566756,0.0006911223,0.000368861,0.0003581387,0.0001704337],"domain_scores_gemma":[0.9979078,0.0004503098,0.0008080664,0.0006425083,0.0001293583,0.000061967],"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":[0.0001912572,0.0004165999,0.0001912755,0.0004903666,0.0003343078,0.000006261978,0.0003527783,0.000001324535,0.8029928,0.00001186521,0.001076483,0.1939347],"study_design_scores_gemma":[0.0002149323,0.00001967279,0.0001781003,0.001172139,0.0002407839,0.00001695715,0.001463901,0.00000523754,0.9398541,0.00002501033,0.05659265,0.0002164759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5793996,0.0006133881,0.000001275612,0.00002169941,0.0002290221,0.00007650971,0.00005091705,0.00000133319,0.4196062],"genre_scores_gemma":[0.9608677,0.0002935191,0.00155197,0.000002384391,0.0000639604,0.00002081904,0.0001534691,0.00004748548,0.03699869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3826075,"threshold_uncertainty_score":0.9893593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389795954933153,"score_gpt":0.2985039432104505,"score_spread":0.2746059836611189,"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."}}