{"id":"W2095600630","doi":"10.1002/chin.201030232","title":"ChemInform Abstract: Na—P System","year":2010,"lang":"en","type":"article","venue":"ChemInform","topic":"Inorganic Chemistry and Materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal","funders":"","keywords":"Chemistry; Service (business); Combinatorial chemistry; Nanotechnology; Business; Marketing","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":[0.0001798907,0.0003099272,0.0002941296,0.00002188372,0.0001382945,0.0001085465,0.0005152039,0.0004641024,0.03133244],"category_scores_gemma":[0.0001183931,0.0002949063,0.0001295894,0.00007952653,0.0001020227,0.000259006,0.0001386996,0.0004701923,0.0007187034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115038,"about_ca_system_score_gemma":0.0001140985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001931291,"about_ca_topic_score_gemma":0.000002491655,"domain_scores_codex":[0.9984362,8.24628e-9,0.0005142097,0.0002732664,0.0002801369,0.0004962305],"domain_scores_gemma":[0.9986501,0.00004586649,0.0002325697,0.0007420965,0.00009886978,0.0002305428],"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":[0.00002347658,0.00002386725,0.00000871695,0.001265298,0.00002098933,0.00002006049,0.0001846822,5.086681e-9,0.9364771,0.0006905022,0.0116401,0.04964521],"study_design_scores_gemma":[0.0003954208,0.000002175705,0.00002348956,0.00005580659,0.00002013896,0.0002316671,0.0003531601,0.000001325541,0.839156,0.00001910738,0.159431,0.0003107339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1849305,0.000009865356,3.192889e-8,0.00002227985,0.0004286433,0.00004451354,0.00004453115,0.0003801204,0.8141395],"genre_scores_gemma":[0.9079041,0.000005670781,0.00002736051,0.00004967815,0.0008557166,0.00003586872,0.0001567286,0.00003605997,0.09092884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7232107,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007423639366885916,"score_gpt":0.2119531548403821,"score_spread":0.2045295154734962,"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."}}