{"id":"W4245710016","doi":"10.1351/pac20067804iv","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Synthesis and Properties of Aromatic Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Mathematics education; Psychology","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":[0.001691073,0.0009874753,0.0007531288,0.00285195,0.002764625,0.004420088,0.001667541,0.001425292,0.4688651],"category_scores_gemma":[0.0100281,0.0003245209,0.0006134035,0.002309994,0.0007649456,0.003440577,0.002496547,0.003011109,0.3308442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798769,"about_ca_system_score_gemma":0.002489816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369534,"about_ca_topic_score_gemma":0.003659754,"domain_scores_codex":[0.9988392,0.0001727935,0.00009153946,0.0001923661,0.0005953863,0.0001087511],"domain_scores_gemma":[0.994274,0.0008743633,0.0002382733,0.0004577423,0.003306196,0.0008494865],"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":[0.00002436345,0.00001439037,0.00008920359,0.0001048479,0.000001780571,0.00004226046,0.00008773858,0.00003622946,0.0001080217,0.002640937,0.9663072,0.03054305],"study_design_scores_gemma":[0.000002268933,0.000009635128,0.0001778299,0.00007971626,8.314602e-7,0.00003889056,0.00006556249,0.00001210698,0.00004383322,0.0006495725,0.9989169,0.00000286108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001870454,0.01622394,0.005063633,0.0419645,0.2159666,0.0006545449,0.01626327,0.002302587,0.6996904],"genre_scores_gemma":[0.005747208,0.008221848,0.002081004,0.008228972,0.03370531,0.0003290805,0.0130986,0.000885072,0.9277029],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4688651,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00562569092595543,"score_gpt":0.1737346499264385,"score_spread":0.1681089590004831,"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."}}