{"id":"W7040119196","doi":"","title":"Our Contributors","year":2007,"lang":"en","type":"article","venue":"Archivaria","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002460782,0.0007447628,0.0005208362,0.003096296,0.0024126,0.004595785,0.001403124,0.001426175,0.6306606],"category_scores_gemma":[0.0167975,0.0002784039,0.0003320862,0.001537015,0.0007952918,0.001865633,0.003234882,0.001942667,0.3802085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675618,"about_ca_system_score_gemma":0.003331919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439426,"about_ca_topic_score_gemma":0.004764834,"domain_scores_codex":[0.9981825,0.0004193039,0.00008773263,0.0003405493,0.0007380135,0.0002319215],"domain_scores_gemma":[0.9885622,0.001388869,0.0004820224,0.001509693,0.005217864,0.002839304],"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":[0.00002787788,0.00001467026,0.0005232258,0.00007823909,0.000003091251,0.000103258,0.0002058259,0.00003029962,0.0002165492,0.007548969,0.9197226,0.07152534],"study_design_scores_gemma":[0.000002408317,0.000001748794,0.0001946314,0.0000309998,0.00000134379,0.00006104359,0.00009846267,0.00001847094,0.00006632794,0.0006136085,0.9989086,0.000002252361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003820138,0.005225931,0.007743471,0.05290182,0.0775716,0.000528695,0.01176157,0.00345162,0.8369951],"genre_scores_gemma":[0.007244557,0.0009916968,0.00199492,0.003513802,0.003692796,0.0001464929,0.001965464,0.000708246,0.979742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6306606,"threshold_uncertainty_score":0.5268178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181054016945448,"score_gpt":0.2105086260592144,"score_spread":0.1886980858897599,"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."}}