{"id":"W2746524073","doi":"10.15781/t2th8c351","title":"Flora of Forfarshire - Supplementary volume.","year":2017,"lang":"en","type":"book","venue":"","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Violaceae; Volume (thermodynamics); Botany; Caryophyllaceae; Biology; Geography; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005671394,0.0001828254,0.0002189175,0.00003621519,0.00008417682,0.00002017,0.0003919037,0.0003116353,0.002047265],"category_scores_gemma":[0.0000121276,0.0001732559,0.0001852615,0.000006431284,0.0001141359,0.000001623963,0.0002009164,0.0001079992,0.00005065262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002168953,"about_ca_system_score_gemma":0.0001777665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003745147,"about_ca_topic_score_gemma":0.0004081479,"domain_scores_codex":[0.9992509,0.000008104913,0.0001979644,0.0002519599,0.0001215451,0.0001695048],"domain_scores_gemma":[0.9991571,0.000003042112,0.0001571946,0.0005692128,0.00005815408,0.000055349],"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":[0.00002541313,0.0000162144,0.0002374021,0.00003471248,0.0001124275,0.000003974546,0.000004026742,3.127074e-7,0.02917003,0.0009294046,0.9687761,0.0006899575],"study_design_scores_gemma":[0.0001730823,0.0001394398,0.0001225166,0.00002751404,0.00005138931,0.000009335162,0.000007431724,0.000002953723,0.005629743,0.0002681027,0.9933701,0.0001983622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006421417,0.0008244982,0.0001236843,0.0001187208,0.0004470928,0.0001989312,0.00385936,0.000007028499,0.9937785],"genre_scores_gemma":[0.002247985,0.0005038137,0.0003315237,0.0001039526,0.0006197847,0.000007391594,0.0116161,0.00002557738,0.9845439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02459401,"threshold_uncertainty_score":0.998865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682558742956104,"score_gpt":0.2343915623874923,"score_spread":0.2175659749579313,"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."}}