{"id":"W6912322557","doi":"10.5281/zenodo.3790922","title":"Devia prospera","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Willow; Moss; Maple; Litter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005092559,0.00006581718,0.00008326014,0.00007427521,0.00556994,0.0003324863,0.0005135937,0.00004003969,0.009386281],"category_scores_gemma":[0.0003149646,0.00007066664,0.00003516961,0.0003167339,0.0002937547,0.0001630973,0.0001720255,0.0001272354,0.006474738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911438,"about_ca_system_score_gemma":0.000004600534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002841368,"about_ca_topic_score_gemma":0.000001931361,"domain_scores_codex":[0.9989209,0.0001721996,0.0001129135,0.0002052408,0.0002943644,0.0002943818],"domain_scores_gemma":[0.9993743,0.00000708373,0.00004420428,0.0001746458,0.000267156,0.0001325981],"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":[0.00001658715,0.00007845122,0.00000338731,0.000005832667,0.00001066426,0.000007731652,0.01283808,0.000001746182,0.0002625351,0.1653364,0.5042387,0.3171999],"study_design_scores_gemma":[0.000126734,0.00009258911,0.0009950433,0.000006677614,0.000004146748,0.000003991915,0.003040063,0.000005054147,0.00001005958,0.0004349169,0.9951922,0.00008857765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002196558,0.0001899645,0.0006584329,0.003633206,0.00008669777,0.0002374961,0.00001429346,0.0006225124,0.9923608],"genre_scores_gemma":[0.9897608,0.0001942668,0.0002650763,0.0003352017,0.0003840916,1.067995e-8,0.00008608226,0.0003638383,0.008610689],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9875642,"threshold_uncertainty_score":0.9957247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625247641241588,"score_gpt":0.2754704273678706,"score_spread":0.2392179509554548,"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."}}