{"id":"W6967832620","doi":"10.5281/zenodo.12816020","title":"Amara (Amara) ovata","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; China; Archipelago; Southern china; Southeast asia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001003893,0.00009421239,0.0001120902,0.0000821378,0.01656702,0.0008274436,0.001010107,0.00002575059,0.03132829],"category_scores_gemma":[0.001143847,0.00009860563,0.00004980392,0.0006286586,0.0003228189,0.0001948788,0.001396411,0.0002501318,0.002447373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951236,"about_ca_system_score_gemma":0.00000811563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927827,"about_ca_topic_score_gemma":0.000002238994,"domain_scores_codex":[0.9979383,0.0006368468,0.0001724816,0.0003029765,0.0005773784,0.0003720515],"domain_scores_gemma":[0.9991361,0.00003441578,0.00007357728,0.000250613,0.0003749029,0.000130342],"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":[0.00005115412,0.0001389568,0.000042586,0.00002137742,0.00005559353,0.00003087111,0.05538047,0.00003207459,0.0001561551,0.1086384,0.7962494,0.03920297],"study_design_scores_gemma":[0.0001980725,0.00009364178,0.0005208717,0.000004334439,0.000008006147,0.00001027596,0.006993906,0.00003395895,0.000006922328,0.0005118648,0.9914874,0.0001307436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03059767,0.0002891344,0.00008719138,0.004122864,0.0005490691,0.0004350924,0.0003122298,0.001053404,0.9625533],"genre_scores_gemma":[0.9789132,0.0001245153,0.0001542477,0.0005843627,0.0005886966,1.155269e-7,0.0008613827,0.0005221834,0.01825125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483156,"threshold_uncertainty_score":0.9983293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527396249472061,"score_gpt":0.2841457627778417,"score_spread":0.2314061378306356,"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."}}