{"id":"W3151900782","doi":"10.5267/j.ccl.2021.1.006","title":"A comparative study of metal-catalyzed three-component synthesis of α-aminophosphonates","year":2021,"lang":"en","type":"article","venue":"Current Chemistry Letters","topic":"Organophosphorus compounds synthesis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Catalysis; Solvent; Metal; Substrate (aquarium); Lithium (medication); Organic chemistry; Lithium perchlorate; Selectivity; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001451825,0.0004865199,0.001196281,0.0000472772,0.00008503949,0.00002844674,0.0006861495,0.0001058311,0.001890559],"category_scores_gemma":[0.0002063027,0.0005111032,0.0003466952,0.0004069312,0.000271296,0.0000936415,0.0003414702,0.0003478336,0.00002025042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502018,"about_ca_system_score_gemma":0.0001184783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006085794,"about_ca_topic_score_gemma":0.000007779563,"domain_scores_codex":[0.9970914,0.00004774289,0.0009574121,0.0007544401,0.0007323977,0.0004166094],"domain_scores_gemma":[0.9971611,0.0006292188,0.0006387257,0.001186955,0.0002391166,0.0001449079],"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":[0.00009217629,0.002851714,0.008023418,0.0009433178,0.0007068448,0.00003475586,0.0008479267,0.00003691476,0.9851044,0.000002634341,0.000124752,0.001231146],"study_design_scores_gemma":[0.0008856155,0.000003786137,0.001246569,0.0003030262,0.000421643,0.00001487309,0.001831598,0.00007436897,0.9946254,0.00001627185,0.0001406044,0.0004361953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967188,0.00191728,0.00001849869,0.0001351006,0.0001786778,0.0001362891,0.0001402631,0.00007416709,0.0006808997],"genre_scores_gemma":[0.9994474,0.00003856181,0.0002156514,0.000004373262,0.0000707053,0.00009042499,0.00006639148,0.00004736718,0.00001913179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00952105,"threshold_uncertainty_score":0.999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521630007295779,"score_gpt":0.2547392920520731,"score_spread":0.2295229919791154,"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."}}