{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002170329,0.0009332449,0.0005821704,0.002566489,0.004274471,0.001111821,0.0007897452,0.0005436753,0.03732548],"category_scores_gemma":[0.0006747963,0.0003180247,0.0002447076,0.0009259709,0.001388751,0.001524123,0.001934013,0.001355645,0.01448471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014491,"about_ca_system_score_gemma":0.0007872382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030397,"about_ca_topic_score_gemma":0.03334584,"domain_scores_codex":[0.9995773,0.00004198197,0.0000304827,0.0001753546,0.0001272727,0.00004751309],"domain_scores_gemma":[0.999792,0.00002890229,0.00005949557,0.00002299839,0.00006330776,0.00003328289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001761952,0.0001042373,0.01409242,0.0008779188,0.00004044705,0.001742684,0.002818682,0.0004280882,0.006670869,0.03776222,0.2001464,0.7351398],"study_design_scores_gemma":[0.00001206013,0.00002846376,0.0118115,0.000200554,0.00001311095,0.001273659,0.0003787039,0.00006864834,0.0003073954,0.001130263,0.9847623,0.00001341144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0273454,0.009430232,0.003839247,0.001096869,0.001801791,0.0003895831,0.006428131,0.0006357832,0.9490329],"genre_scores_gemma":[0.502428,0.008613939,0.0167325,0.004001978,0.001245039,0.0006248229,0.01137742,0.0004050088,0.4545713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03732548,"threshold_uncertainty_score":0.1248661,"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."}}