{"id":"W4248723586","doi":"10.29173/bluejay5566","title":"Nature library","year":2003,"lang":"en","type":"article","venue":"Blue Jay","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007279991,0.00007736536,0.00006982571,0.00004827708,0.00003385797,0.00003141697,0.0001124447,0.0001328177,0.001574972],"category_scores_gemma":[0.00008694264,0.00006789751,0.00003814165,0.0002518843,0.00002066779,0.000232544,0.00001948067,0.0002544073,0.01619216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001072985,"about_ca_system_score_gemma":0.00004428088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.753097e-7,"about_ca_topic_score_gemma":8.440791e-7,"domain_scores_codex":[0.9994305,0.00006975393,0.00006755188,0.0001416466,0.0001173393,0.0001731627],"domain_scores_gemma":[0.9996207,0.00002746335,0.00002526503,0.0002523298,0.000008485579,0.00006577805],"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":[0.00001479464,0.0000771144,0.01043064,0.000008898483,0.00001920956,0.00005051139,0.0002103468,0.00001102483,0.008885078,0.05975313,0.920278,0.0002612956],"study_design_scores_gemma":[0.0002046153,0.000008573125,0.007217525,0.000007302877,0.000004858058,0.00001431853,0.00002920589,0.000007286637,0.04494806,0.001196092,0.9462608,0.000101415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6379575,0.001229412,0.000005219423,0.0003000222,0.0003117108,0.0001006998,0.00003399836,0.0004215965,0.3596399],"genre_scores_gemma":[0.9800097,0.000004173321,0.001874353,0.0009779523,0.0001137508,0.000005945261,0.00001459849,0.00008479678,0.01691474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3427251,"threshold_uncertainty_score":0.9993377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005649865268458422,"score_gpt":0.2201284385874316,"score_spread":0.2144785733189732,"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."}}