{"id":"W2046350701","doi":"10.1039/c4qo00358f","title":"Catalytic dehydrogenative aromatization: an alternative route to functionalized arenes","year":2015,"lang":"en","type":"article","venue":"Organic Chemistry Frontiers","topic":"Catalytic C–H Functionalization Methods","field":"Chemistry","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canada Research Chairs","keywords":"Aromatization; Chemistry; Catalysis; Environmentally friendly; Combinatorial chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003532354,0.0004131069,0.0004205053,0.00006597037,0.0002722894,0.0002205925,0.0005174045,0.0002086368,0.005576444],"category_scores_gemma":[0.001118876,0.0004588341,0.0001157103,0.0006493271,0.0001211303,0.0003718731,0.0001619778,0.0002127558,0.0001724743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180402,"about_ca_system_score_gemma":0.0006122838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000655628,"about_ca_topic_score_gemma":0.00001512151,"domain_scores_codex":[0.9974058,0.00004004619,0.0005214871,0.0008294088,0.0007952781,0.0004079381],"domain_scores_gemma":[0.9975576,0.00007532467,0.0002637042,0.0007652962,0.0005579576,0.0007801338],"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":[0.001166549,0.001006296,0.01166808,0.0004888038,0.001720914,0.0001017931,0.006967138,0.008525338,0.7346017,0.0005875448,0.2198197,0.0133462],"study_design_scores_gemma":[0.002730977,0.00003870042,0.00009600581,0.00006376249,0.000205707,0.0001504974,0.00385754,0.007367614,0.8202215,0.003356845,0.1608741,0.001036748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3126847,0.0009878604,0.4822004,0.002134929,0.003195592,0.0006550844,0.0006526088,0.001469675,0.1960192],"genre_scores_gemma":[0.687052,0.00004449191,0.05664694,0.001389794,0.004544883,0.0004043181,0.01040464,0.000542146,0.2389708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4255534,"threshold_uncertainty_score":0.9997863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734525178886979,"score_gpt":0.272290746839254,"score_spread":0.2449454950503842,"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."}}