{"id":"W3048066358","doi":"10.1002/chin.201118203","title":"ChemInform Abstract: Organometallic Approaches to Carbon—Sulfur Bond Formation","year":2011,"lang":"en","type":"article","venue":"ChemInform","topic":"Sulfur-Based Synthesis Techniques","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Sulfur; Group 2 organometallic chemistry; Carbon fibers; Organometallic chemistry; Computational chemistry; Nanotechnology; Organic chemistry; Molecule; Catalysis; Algorithm","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":[0.0002875627,0.0004602639,0.0004120509,0.0001970259,0.00009922659,0.00006980283,0.0007247871,0.0003731881,0.004969433],"category_scores_gemma":[0.0002522284,0.0004480354,0.0001849634,0.0003433915,0.00009801159,0.0006327505,0.0001951359,0.0003209913,0.0002775374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432342,"about_ca_system_score_gemma":0.00009481726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006654293,"about_ca_topic_score_gemma":0.00001191531,"domain_scores_codex":[0.9977684,5.764202e-8,0.0007473373,0.0003799429,0.0004425937,0.0006616905],"domain_scores_gemma":[0.998244,0.00007653274,0.0003086645,0.0009512035,0.00008510279,0.0003345327],"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":[0.0001674098,0.0003097939,0.0003307319,0.00100162,0.0001301634,0.00001880564,0.01007035,6.540076e-8,0.3498547,0.0009172134,0.01333084,0.6238683],"study_design_scores_gemma":[0.0002529125,0.00002048945,0.0003023916,0.00008498675,0.00004012305,0.00003178402,0.001196606,0.000008310779,0.9737029,0.0001848845,0.02361342,0.0005612025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2141436,0.00004180579,0.00000137592,0.00003928622,0.0000347398,0.0001885909,0.00001899363,0.0005595287,0.7849721],"genre_scores_gemma":[0.9843686,0.00001590232,0.0009191685,0.0001532106,0.0001526521,0.0002858942,0.0001197134,0.00007870983,0.01390616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.771066,"threshold_uncertainty_score":0.9997972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08458844082168782,"score_gpt":0.2283460278266896,"score_spread":0.1437575870050018,"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."}}