{"id":"W4212980088","doi":"10.1351/pac20108209iv","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Synthesis and Reactions of Organic Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribute; Library science; Chemistry; Chemist; Art history; History; Organic chemistry; 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":[0.001665569,0.001033483,0.0008613302,0.002221642,0.00283833,0.004487645,0.001706412,0.001666595,0.5804511],"category_scores_gemma":[0.010525,0.0003445019,0.0006532145,0.001895056,0.0007281695,0.003680872,0.002587439,0.003167189,0.4335318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034292,"about_ca_system_score_gemma":0.003143861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315793,"about_ca_topic_score_gemma":0.003628251,"domain_scores_codex":[0.9987515,0.0001624961,0.00009256393,0.0002355011,0.0006294269,0.0001285426],"domain_scores_gemma":[0.9950144,0.0007226111,0.0001898021,0.0004254101,0.002760181,0.0008876969],"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":[0.00002607682,0.00001631354,0.00007781878,0.00009568597,0.00000160538,0.00004347934,0.00007447513,0.00003681568,0.00008695365,0.002619849,0.9621921,0.03472896],"study_design_scores_gemma":[0.000003197017,0.00001146942,0.0001513536,0.00007893221,0.000001007536,0.00005445868,0.0000753502,0.00001323697,0.00004303585,0.0009510579,0.9986137,0.000003198377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0014963,0.01094052,0.004995666,0.03179764,0.1457398,0.000707562,0.01311173,0.002259474,0.7889513],"genre_scores_gemma":[0.005269333,0.006181667,0.002244249,0.007818164,0.01857207,0.0003219723,0.01082613,0.0009274397,0.947839],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5804511,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004338291963594787,"score_gpt":0.1915589695719293,"score_spread":0.1872206776083345,"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."}}