{"id":"W4395118954","doi":"10.15468/c9bdau","title":"Ratti Master Thesis / Fraser Valley, British Columbia","year":2012,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Archaeology","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":[],"category_scores_codex":[0.0008333431,0.001544635,0.001171724,0.004584297,0.00162882,0.002584462,0.001631743,0.0007635175,0.04490059],"category_scores_gemma":[0.004097926,0.0008792564,0.0008174563,0.01083407,0.0003852621,0.0006542662,0.001072901,0.001230804,0.03310735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007497122,"about_ca_system_score_gemma":0.02118209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333103,"about_ca_topic_score_gemma":0.9671131,"domain_scores_codex":[0.9993361,0.00004147672,0.00004506894,0.0001828646,0.0002245287,0.0001699962],"domain_scores_gemma":[0.997151,0.0002318458,0.0001792369,0.0004153919,0.001604217,0.0004182566],"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":[0.00005798151,0.00001426765,0.004058848,0.0002116786,0.00003960494,0.0000182334,0.00003414299,0.0002414381,0.00005820783,0.0001713593,0.9899713,0.005123008],"study_design_scores_gemma":[0.0002735044,0.00001147427,0.08125567,0.0006021129,0.000080408,0.00004057882,0.0002479882,0.0008947609,0.0005237603,0.0004256025,0.9155941,0.0000500078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005898284,0.0001140271,0.00002960594,0.00007588154,0.00001253113,0.00001218669,0.9975194,0.0001934315,0.001453041],"genre_scores_gemma":[0.001997561,0.0002421528,0.0002555838,0.000046208,0.00000893268,0.00009579935,0.9897035,0.0001165056,0.007533769],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9550994,"threshold_uncertainty_score":0.1502075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408743839091621,"score_gpt":0.1774433671162086,"score_spread":0.1433559287252923,"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."}}