{"id":"W4247843518","doi":"10.1351/pac20108207iv","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Synthetic Organic Chemistry Methods","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Chemistry; China; Art history; History; Political science; Law; Computer science","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":[0.001510624,0.001033426,0.0008714761,0.001736212,0.002770058,0.004590047,0.001736769,0.001947532,0.6010715],"category_scores_gemma":[0.007708574,0.0003237836,0.0006589743,0.001679787,0.0007277442,0.003760548,0.003043705,0.003016907,0.4391454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975868,"about_ca_system_score_gemma":0.00321039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011768,"about_ca_topic_score_gemma":0.003516384,"domain_scores_codex":[0.9987664,0.0001717681,0.00008416666,0.0002812928,0.0005550027,0.0001414099],"domain_scores_gemma":[0.996906,0.0003960393,0.0001122042,0.0003231977,0.001599248,0.0006633444],"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":[0.00002432617,0.00001340309,0.00008315216,0.00009113112,0.000001977616,0.00004450479,0.00008419542,0.00002943711,0.00009115876,0.004791414,0.9563157,0.03842963],"study_design_scores_gemma":[0.000002452824,0.000008056148,0.0001309012,0.00005714585,8.804812e-7,0.00004087228,0.00005742556,0.00001058377,0.00003652991,0.0008209966,0.9988319,0.00000233951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001305794,0.01068481,0.004293909,0.02866979,0.1332495,0.0004795924,0.01019394,0.001675889,0.8094468],"genre_scores_gemma":[0.005169286,0.005105553,0.001821243,0.007252483,0.01388208,0.0002559227,0.008927838,0.0007748669,0.9568108],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6010715,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006409498661833113,"score_gpt":0.2294235302191687,"score_spread":0.2230140315573356,"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."}}