{"id":"W4233152501","doi":"10.1351/pac20047607xii","title":"Preface","year":2004,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009715659,0.0007660325,0.0005505119,0.001413698,0.002053359,0.003173441,0.001309861,0.001418461,0.6936398],"category_scores_gemma":[0.004281527,0.0002605402,0.0004098419,0.001263209,0.0004458374,0.00281821,0.002143156,0.001877524,0.5152103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507817,"about_ca_system_score_gemma":0.002001391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735897,"about_ca_topic_score_gemma":0.003938805,"domain_scores_codex":[0.999252,0.00007344183,0.00004504814,0.0001542757,0.0003780735,0.00009711922],"domain_scores_gemma":[0.9979474,0.0002119795,0.00007173487,0.0002187994,0.001060217,0.0004899375],"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":[0.00002743571,0.00001846814,0.0001291666,0.00008740556,0.000001815761,0.00005422841,0.00006752994,0.00003543149,0.0001838853,0.006002338,0.9428849,0.05050746],"study_design_scores_gemma":[0.000002039902,0.000008171992,0.0001618109,0.00003918567,6.451302e-7,0.00004388616,0.00004062132,0.00001081776,0.00005847541,0.0007864773,0.9988459,0.00000193563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001248439,0.004658849,0.002899421,0.01214713,0.04184651,0.0003449607,0.008819631,0.001452068,0.926583],"genre_scores_gemma":[0.003913441,0.00196467,0.001183304,0.002933806,0.00353694,0.0001347149,0.005921169,0.000462656,0.9799493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3063602,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005438142151481975,"score_gpt":0.1988692827949714,"score_spread":0.1934311406434894,"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."}}