{"id":"W4235173523","doi":"10.1002/chin.201121217","title":"ChemInform Abstract: The Palladium‐Catalyzed Synthesis of Aromatic Heterocycles","year":2011,"lang":"en","type":"article","venue":"ChemInform","topic":"Catalytic Cross-Coupling Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemistry; Palladium; Catalysis; Organic chemistry; Combinatorial 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953928,0.001005118,0.0004938766,0.00211551,0.0004085047,0.001278482,0.0009143532,0.001078584,0.02447895],"category_scores_gemma":[0.0009214717,0.0003747836,0.0002961163,0.002507724,0.0005314347,0.001323848,0.0007787878,0.001929821,0.01692704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354631,"about_ca_system_score_gemma":0.001463852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189491,"about_ca_topic_score_gemma":0.002386337,"domain_scores_codex":[0.9996806,0.00003734614,0.0000205631,0.00006063455,0.0001630292,0.00003777037],"domain_scores_gemma":[0.9996973,0.0000824856,0.00003769464,0.00002253242,0.0001261211,0.00003392855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001627118,0.00008351998,0.000120349,0.00711461,0.00007649173,0.0002043606,0.0000467396,0.0007522585,0.01020749,0.02981289,0.3836119,0.5678067],"study_design_scores_gemma":[0.00001673551,0.00005459016,0.0001791105,0.0004326531,0.00003271571,0.0002599914,0.000009632565,0.0001004306,0.007852972,0.001117424,0.9899313,0.00001224742],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002004971,0.8408559,0.004268033,0.003868181,0.0108529,0.00008858224,0.0008181302,0.0002766407,0.1369666],"genre_scores_gemma":[0.01550229,0.9028097,0.00174863,0.002103984,0.00387707,0.00006090739,0.00113168,0.00005965966,0.07270604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02447895,"threshold_uncertainty_score":0.08189023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416219862801228,"score_gpt":0.2422557899167367,"score_spread":0.2180935912887244,"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."}}