{"id":"W4252141917","doi":"10.29173/bluejay5620","title":"Nature library","year":2009,"lang":"en","type":"article","venue":"Blue Jay","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002815937,0.001534382,0.0008856509,0.001602163,0.001943643,0.003468086,0.001185369,0.001595529,0.9159609],"category_scores_gemma":[0.0007810114,0.0007375789,0.0006771907,0.001659981,0.0006995478,0.001390928,0.002322985,0.002199848,0.8781537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010104,"about_ca_system_score_gemma":0.0009147596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002681886,"about_ca_topic_score_gemma":0.00953206,"domain_scores_codex":[0.9997521,0.000017042,0.000006170025,0.00006868331,0.0001195228,0.00003647861],"domain_scores_gemma":[0.9996142,0.00005617239,0.00001752634,0.0001008114,0.00007285299,0.0001384193],"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":[0.00006695493,0.00008121729,0.0001759835,0.0001799,0.000009803821,0.00008503166,0.00003387701,0.0001048192,0.001492667,0.003598989,0.8835279,0.1106428],"study_design_scores_gemma":[0.000008107211,0.00001282663,0.0002837677,0.00004794629,0.000003086868,0.00004923272,0.00001692134,0.00004625798,0.0004931197,0.0007642253,0.9982696,0.000004845745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003427483,0.0006201569,0.0003015893,0.000379039,0.0005307165,0.00003063704,0.001826729,0.001104796,0.9948636],"genre_scores_gemma":[0.0005695442,0.00036164,0.0001391312,0.0001977013,0.0000623372,0.00001351324,0.0008995283,0.0002028158,0.9975539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08403909,"threshold_uncertainty_score":0.1198715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0046771769288558,"score_gpt":0.2283911754822979,"score_spread":0.2237139985534421,"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."}}