{"id":"W7030578631","doi":"","title":"2010-COSSFest","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annotation; Open source; Natural (archaeology); Presentation (obstetrics); Subject (documents)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009329999,0.001161477,0.0004913166,0.00198485,0.003588061,0.005451661,0.001295736,0.001415691,0.6150108],"category_scores_gemma":[0.001756289,0.0004357799,0.0004341193,0.001992635,0.0005475229,0.002200484,0.003465605,0.001801705,0.3883747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225153,"about_ca_system_score_gemma":0.005430844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302923,"about_ca_topic_score_gemma":0.4476439,"domain_scores_codex":[0.9995365,0.00002319584,0.00001277741,0.00005794562,0.0001951147,0.0001744935],"domain_scores_gemma":[0.9982648,0.00005148765,0.00003885243,0.0001041806,0.0006662375,0.0008744219],"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":[0.00002171352,0.000008637972,0.00005612097,0.00003125125,5.162479e-7,0.00001563907,0.00002777909,0.00001008713,0.00004990736,0.0003483139,0.9926354,0.006794525],"study_design_scores_gemma":[0.000006779045,0.000005252,0.0006542784,0.00002979277,6.161736e-7,0.0000178411,0.0001079051,0.00001741865,0.00005105984,0.0001070547,0.9989981,0.000003941261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001651468,0.0009461528,0.0005162362,0.002492791,0.005527186,0.0002652294,0.04762419,0.002577899,0.9383988],"genre_scores_gemma":[0.003764833,0.0004656705,0.0006016083,0.0005390882,0.0003838896,0.0001267072,0.02805213,0.001396981,0.9646692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3849892,"threshold_uncertainty_score":0.5491403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006373805831384921,"score_gpt":0.1893914008388595,"score_spread":0.1830175950074746,"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."}}