{"id":"W4246269556","doi":"10.1351/pac20118307iv","title":"Preface","year":2011,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Green chemistry; Government (linguistics); Theme (computing); Engineering; Management; Ionic liquid; Catalysis; Organic chemistry; Computer science; Economics; 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":[0.001742572,0.001048888,0.000853784,0.002110411,0.002989584,0.004521777,0.001765183,0.002069695,0.6133294],"category_scores_gemma":[0.008784986,0.0003688093,0.0006742743,0.00185116,0.0007242399,0.003490128,0.002802627,0.002988255,0.4317879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367951,"about_ca_system_score_gemma":0.003538826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004595722,"about_ca_topic_score_gemma":0.00537371,"domain_scores_codex":[0.9986658,0.0001719799,0.00009189353,0.0002462892,0.0006648123,0.0001592869],"domain_scores_gemma":[0.9955502,0.0005301527,0.0001373364,0.0003854637,0.002600304,0.0007966412],"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":[0.00002431865,0.00001545323,0.00007985026,0.00008259447,0.000001569625,0.00004050008,0.00006968882,0.00003388216,0.00008890838,0.003069415,0.961938,0.03455588],"study_design_scores_gemma":[0.000002622951,0.000009399,0.0001417022,0.00005916425,8.860641e-7,0.0000412327,0.00006641068,0.00001201528,0.00003878932,0.0007998825,0.998825,0.000002846323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001320956,0.00925644,0.004813959,0.03228633,0.1188209,0.000638178,0.01283234,0.002243593,0.8177873],"genre_scores_gemma":[0.004318691,0.004065525,0.001978141,0.006872443,0.01025476,0.0002655077,0.009667051,0.0007551177,0.9618227],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6133294,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424388839958642,"score_gpt":0.188606982076579,"score_spread":0.1743630936769926,"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."}}