{"id":"W4241156646","doi":"10.29173/bluejay5884","title":"Nature library","year":2008,"lang":"en","type":"article","venue":"Blue Jay","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001746887,0.0009327142,0.0004852092,0.001447893,0.001512788,0.002878653,0.0007534731,0.0008602902,0.7972957],"category_scores_gemma":[0.0005576305,0.0002877791,0.0003218251,0.001689077,0.0003254085,0.001177295,0.001422027,0.001224083,0.653458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135536,"about_ca_system_score_gemma":0.001459603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02516861,"about_ca_topic_score_gemma":0.09958056,"domain_scores_codex":[0.9997879,0.000008921868,0.000005567668,0.00004530596,0.0001260009,0.00002630574],"domain_scores_gemma":[0.9996315,0.00003376004,0.00001978282,0.00004877983,0.0001261881,0.0001399104],"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":[0.00001632441,0.00001997143,0.0001591445,0.00007497436,0.000002839979,0.00004244232,0.00001950463,0.00003331517,0.0002888823,0.002629901,0.8895484,0.1071642],"study_design_scores_gemma":[0.000002942721,0.000002317531,0.0003684577,0.00002699554,7.736297e-7,0.00001651338,0.000008401343,0.00001528621,0.00003994937,0.0003004303,0.9992161,0.000001815629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002180189,0.001405836,0.0003090281,0.0008088019,0.0005919133,0.00003477888,0.008212437,0.0008188597,0.9876002],"genre_scores_gemma":[0.0007134539,0.001070454,0.0003206222,0.0004822735,0.0001380981,0.00002089709,0.005703501,0.0001941959,0.9913564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7972957,"threshold_uncertainty_score":0.2891331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208461126203048,"score_gpt":0.1972072471813261,"score_spread":0.1751226359192956,"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."}}