{"id":"W4205237478","doi":"10.1351/pac20128403vi","title":"Preface","year":2012,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Chemical nomenclature; Terminology; Library science; Organic chemistry; Philosophy; 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":[0.001720713,0.001012091,0.0009003673,0.002433453,0.00251615,0.004880704,0.001700899,0.002112632,0.5746495],"category_scores_gemma":[0.01101201,0.0003350367,0.0006405245,0.001999572,0.0007334324,0.003874964,0.002719499,0.002666957,0.4338803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748726,"about_ca_system_score_gemma":0.002941222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002311702,"about_ca_topic_score_gemma":0.002592726,"domain_scores_codex":[0.9986034,0.0001721559,0.0001011011,0.0002800729,0.0007110028,0.0001322735],"domain_scores_gemma":[0.9946208,0.0008774567,0.0001964245,0.0005663782,0.002882798,0.0008561048],"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":[0.00002183256,0.00001222454,0.00006968202,0.0001085084,0.000001864204,0.00003644809,0.00006889252,0.00002477826,0.00009417803,0.002959715,0.960448,0.03615367],"study_design_scores_gemma":[0.000002530003,0.000009054957,0.0001258184,0.0000736924,0.000001142654,0.00004399484,0.00004899641,0.00001060023,0.00004583133,0.0008431766,0.9987922,0.000002784096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001363397,0.01256054,0.004520003,0.03854426,0.1739894,0.0005301101,0.01621882,0.002681127,0.7495923],"genre_scores_gemma":[0.005039991,0.006629307,0.002294243,0.008994035,0.02356805,0.0003095283,0.01250733,0.001075643,0.9395819],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5746495,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003006226284234126,"score_gpt":0.1629411295201726,"score_spread":0.1599349032359385,"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."}}