{"id":"W7100858139","doi":"","title":"General Guide The Library","year":2016,"lang":"en","type":"article","venue":"","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web page; Carry (investment); Style (visual arts); Web site; Information system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001403517,0.0009781772,0.001153623,0.005762334,0.002823802,0.009344918,0.002681567,0.002205511,0.7033963],"category_scores_gemma":[0.006055544,0.0007348358,0.0006627621,0.005911453,0.0005088943,0.005200268,0.003448419,0.002180008,0.7374717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189192,"about_ca_system_score_gemma":0.005483503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00690108,"about_ca_topic_score_gemma":0.01386493,"domain_scores_codex":[0.9987785,0.0001664288,0.0001119297,0.0001576431,0.0006474364,0.0001380515],"domain_scores_gemma":[0.9963231,0.0003517304,0.00009936708,0.0004808834,0.002025086,0.0007198285],"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":[0.00001283014,0.00002669328,0.00007056754,0.0001037837,0.000001096927,0.00003089463,0.00004090248,0.00002801287,0.00008043494,0.001967933,0.9051087,0.09252807],"study_design_scores_gemma":[0.000001893357,0.000003743431,0.00005989347,0.00004755355,6.833718e-7,0.00003659008,0.00002976575,0.00001101899,0.00003424093,0.0003498231,0.9994216,0.000003150175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004441126,0.004142616,0.005957683,0.00508644,0.002593971,0.0006081709,0.01262338,0.009764582,0.958779],"genre_scores_gemma":[0.0009904047,0.003493139,0.003742051,0.001601422,0.000511406,0.0002449063,0.007220274,0.0011979,0.9809985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2966037,"threshold_uncertainty_score":0.4230692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239599604735279,"score_gpt":0.2220674608856195,"score_spread":0.2096714648382667,"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."}}