{"id":"W4415281943","doi":"10.52843/cassyni.nwyw39.1","title":"Advances in boron chemistry: reagents, mechanisms, and targets","year":2025,"lang":"","type":"article","venue":"","topic":"Boron Compounds in Chemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Boron; Covalent bond; Molecule; Chemical biology; Cover (algebra); Drug discovery; Natural (archaeology)","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":[0.0004197414,0.0004558808,0.0006851068,0.00007591428,0.0001007956,0.00005138658,0.0002775487,0.0004458795,0.002678474],"category_scores_gemma":[0.0003543919,0.0004724183,0.00007628147,0.0004179326,0.0002328189,0.0002098293,0.0003640327,0.0006528203,0.00001896204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749347,"about_ca_system_score_gemma":0.0003771889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006754103,"about_ca_topic_score_gemma":0.00004834083,"domain_scores_codex":[0.9973125,0.00003795435,0.0007263524,0.0009334711,0.0003465165,0.0006432066],"domain_scores_gemma":[0.9986287,0.0001874441,0.0001346688,0.0007200462,0.00009257453,0.0002365308],"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":[0.001173757,0.001805041,0.01652088,0.01481417,0.0003653655,0.0005735853,0.0004556533,0.00001902244,0.7090087,0.01319172,0.01850155,0.2235706],"study_design_scores_gemma":[0.005357234,0.00009512363,0.001623776,0.002660311,0.0002427338,0.00004865981,0.001524752,0.00167787,0.8394938,0.02016958,0.126428,0.0006782337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02413731,0.15704,0.005435005,0.006868704,0.00134541,0.0008194692,0.00003189989,0.0001759634,0.8041463],"genre_scores_gemma":[0.9248638,0.03283399,0.006061393,0.0008882366,0.0001904786,0.00004287144,0.00003690125,0.00003787327,0.03504442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9007265,"threshold_uncertainty_score":0.9997727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005943570453437986,"score_gpt":0.2817987285463196,"score_spread":0.2758551580928816,"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."}}