{"id":"W7032889213","doi":"","title":"Persistence, Persistence, Persistence: Back in Vancouver after all these years... [2017-08-29]","year":2017,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; The Internet; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002180784,0.0008187634,0.0007049309,0.0005215583,0.00002442741,0.0001088287,0.002612777,0.0005913116,0.00537722],"category_scores_gemma":[0.00006885629,0.0007779928,0.0006605652,0.0000796469,0.001872291,0.00002449297,0.00181583,0.0008143251,0.002398277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008121355,"about_ca_system_score_gemma":0.0001049538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397753,"about_ca_topic_score_gemma":0.0793932,"domain_scores_codex":[0.9960272,0.000192167,0.0004742777,0.001787418,0.0004484497,0.001070542],"domain_scores_gemma":[0.997669,0.00003893892,0.0004600654,0.001519331,0.00001700249,0.000295638],"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":[0.000319691,0.0002318084,0.007481459,0.00008452563,0.0003413972,0.0004040977,0.001993747,0.00000383722,0.005907386,0.00005035246,0.9824927,0.0006889684],"study_design_scores_gemma":[0.0008509198,0.0006366064,0.003876323,0.0007136078,0.00007424303,0.00009352278,0.0003451103,0.0001123056,0.001049001,0.0001966398,0.9911155,0.0009362144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05177454,0.001508768,0.0004061763,0.0001286917,0.001240641,0.000895564,0.0005554465,0.0000837525,0.9434064],"genre_scores_gemma":[0.2698299,0.001004077,0.001405379,0.0004289553,0.0003151301,0.0001070669,0.0003205807,0.0002295642,0.7263594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2180554,"threshold_uncertainty_score":0.9994671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543709994631854,"score_gpt":0.2307184754286865,"score_spread":0.2152813754823679,"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."}}