{"id":"W4205974226","doi":"10.1126/science.331.6023.1371","title":"Random Sample","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crew; Pollinator; Residence; Ecology; Geography; Art history; Biology; Art; Sociology; Demography; Pollination; Archaeology; Pollen","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":[0.007521797,0.001300536,0.001536824,0.001745209,0.001226295,0.00114856,0.001938723,0.002059556,0.1516427],"category_scores_gemma":[0.05204994,0.0005185409,0.001331504,0.001579078,0.0006082394,0.001181457,0.001575448,0.001705218,0.0680888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224733,"about_ca_system_score_gemma":0.002432603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004917377,"about_ca_topic_score_gemma":0.003955283,"domain_scores_codex":[0.9908955,0.003158194,0.001000162,0.003098839,0.001360188,0.0004871626],"domain_scores_gemma":[0.9905351,0.002353183,0.0005784649,0.003410401,0.002856087,0.0002667213],"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":[0.01009377,0.001055322,0.03240573,0.003749607,0.0008779822,0.00102105,0.0009244459,0.001359236,0.001790404,0.02488868,0.6810807,0.240753],"study_design_scores_gemma":[0.005100496,0.003165113,0.03359152,0.002353271,0.001062026,0.001597937,0.0008954539,0.006867307,0.002328783,0.04044764,0.9024242,0.0001661738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.07591131,0.007486086,0.2578252,0.007223266,0.01261873,0.1474206,0.3286139,0.006669702,0.1562312],"genre_scores_gemma":[0.2949539,0.002679257,0.1266913,0.01935248,0.001741548,0.2043217,0.1490351,0.001922877,0.1993017],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8483573,"threshold_uncertainty_score":0.5072954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210895516323733,"score_gpt":0.291481304197868,"score_spread":0.2593723490346307,"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."}}