{"id":"W4236653088","doi":"10.1177/1934578x1501001002","title":"Preface","year":2015,"lang":"en","type":"article","venue":"Natural Product Communications","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001345768,0.001054416,0.0006333406,0.003276569,0.002376805,0.002857815,0.00129055,0.0009079701,0.4987073],"category_scores_gemma":[0.01242299,0.0002797689,0.0006306773,0.001889256,0.0005131146,0.002406812,0.001833665,0.002810928,0.3728183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704822,"about_ca_system_score_gemma":0.002042189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005162708,"about_ca_topic_score_gemma":0.006982987,"domain_scores_codex":[0.9992996,0.00009283854,0.00004165231,0.000115582,0.0003947063,0.00005559727],"domain_scores_gemma":[0.9941743,0.0008322324,0.0001660897,0.0005047674,0.003706397,0.0006162283],"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":[0.00002518385,0.00002110947,0.00006569133,0.00007636617,0.000001407829,0.00002905095,0.00002621935,0.00004376308,0.000116766,0.003138146,0.9595435,0.03691287],"study_design_scores_gemma":[0.000003601995,0.000009872719,0.0001999323,0.00008343373,0.000001882695,0.00002873565,0.00004308622,0.00003290062,0.0001438029,0.002448088,0.9970002,0.00000447159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001303771,0.009061762,0.01285197,0.02676225,0.2631313,0.0008381971,0.01556409,0.002314139,0.6681725],"genre_scores_gemma":[0.004221135,0.003313841,0.003137323,0.005272174,0.02169542,0.0002966772,0.00738321,0.0008567856,0.9538234],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5012927,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344114107169304,"score_gpt":0.3667002753787283,"score_spread":0.2322888646617979,"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."}}