{"id":"W4237751638","doi":"10.1351/pac20138504iv","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Inorganic and Organometallic Chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heteroatom; Library science; Chemistry; Presentation (obstetrics); China; Event (particle physics); Political science; Law; Organic chemistry; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001513255,0.001056299,0.0008533571,0.002059439,0.002873982,0.004506996,0.001695536,0.001801644,0.5375341],"category_scores_gemma":[0.007533317,0.0003264374,0.0007148341,0.001755992,0.000727105,0.003332167,0.002769455,0.003003829,0.3794098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995781,"about_ca_system_score_gemma":0.002989794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699141,"about_ca_topic_score_gemma":0.003341474,"domain_scores_codex":[0.9987134,0.0001691845,0.00009005222,0.0002557825,0.0006366605,0.0001349251],"domain_scores_gemma":[0.9966661,0.0004318044,0.0001266214,0.0003326427,0.001818671,0.0006241049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003073128,0.00001849977,0.0001009424,0.0001133147,0.000002634135,0.00005592754,0.0001008089,0.00004148725,0.0001221622,0.004196846,0.9511093,0.0441074],"study_design_scores_gemma":[0.000003025985,0.00001120488,0.0001568107,0.00007349948,0.000001285872,0.00005619252,0.0000673383,0.00001391215,0.0000537029,0.001002612,0.9985574,0.000003099071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001660029,0.01202754,0.004489067,0.02641386,0.1296794,0.0005131514,0.01042979,0.001780807,0.8130064],"genre_scores_gemma":[0.006505833,0.006703229,0.002394219,0.006701416,0.01670338,0.000278854,0.01069414,0.0008836582,0.9491352],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5375341,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003812758404851945,"score_gpt":0.168688210884763,"score_spread":0.1648754524799111,"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."}}