{"id":"W4238452951","doi":"10.1351/pac20128411iv","title":"Preface","year":2012,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Boron Compounds in Chemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Chemistry; Czech; Chemical nomenclature; Organic chemistry; Computer science; Philosophy","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":[0.001914872,0.0009744815,0.000779271,0.002119038,0.002539383,0.003789011,0.001426223,0.00142933,0.4142243],"category_scores_gemma":[0.00983031,0.0002874295,0.0005695015,0.001469325,0.0006789853,0.002856087,0.002156431,0.003156349,0.2633029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856532,"about_ca_system_score_gemma":0.002542437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002741258,"about_ca_topic_score_gemma":0.003143523,"domain_scores_codex":[0.9988116,0.0001794176,0.00008650227,0.000202325,0.0006050208,0.0001152502],"domain_scores_gemma":[0.9950324,0.0006929516,0.0001890787,0.0003615794,0.002789337,0.0009346933],"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":[0.00003201072,0.00001639152,0.00008405174,0.00009818101,0.000001737384,0.0000471779,0.00008722628,0.00003939599,0.0001308553,0.002483414,0.9587356,0.03824404],"study_design_scores_gemma":[0.000002725687,0.00001342894,0.0001549879,0.00007745402,9.454021e-7,0.00005368435,0.00007105039,0.00001295183,0.00005326297,0.000892578,0.9986639,0.000003010726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001793212,0.01907006,0.006268703,0.05247163,0.291061,0.0007414525,0.009550676,0.001681493,0.6173618],"genre_scores_gemma":[0.007377784,0.01027769,0.003114979,0.01154966,0.04107824,0.000363211,0.008548693,0.0007795452,0.9169101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4142243,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228413435877833,"score_gpt":0.2485457133119265,"score_spread":0.2362615789531482,"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."}}