{"id":"W2182433856","doi":"10.1649/0010-065x(2007)61[490:loafts]2.0.co;2","title":"Ladybugs of Alberta: Finding the Spots and Connecting the Dots J. Acorn . 2007. Ladybugs of Alberta: Finding the Spots and Connecting the Dots. University of Alberta Press. Edmonton, Alberta, Canada. (www.uap.ualberta.ca). 169 ppISBN: ISBN 978-0- 88864-381-0. $29.95 CAD.","year":2007,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Hospital","funders":"","keywords":"Acorn; Spots; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002055573,0.0006333005,0.0008859329,0.00002575558,0.002836238,0.0001262009,0.001532607,0.0002685669,0.0005887825],"category_scores_gemma":[0.0008965916,0.0002150901,0.0002790073,0.0005420134,0.001107521,0.0001031012,0.001023331,0.0007411552,0.00001150092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009749154,"about_ca_system_score_gemma":0.00008574661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9145296,"about_ca_topic_score_gemma":0.9485428,"domain_scores_codex":[0.9961153,0.0005691052,0.0009361577,0.0007441589,0.0006143667,0.001020924],"domain_scores_gemma":[0.9841542,0.01364513,0.001213107,0.000545583,0.0002653397,0.0001766668],"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":[0.00676281,0.001336005,0.2187675,0.001566069,0.005904307,0.0001580223,0.1547113,0.001049052,0.01853423,0.007662081,0.4029216,0.180627],"study_design_scores_gemma":[0.001027311,0.0003265532,0.2786255,0.0004293961,0.0004310237,0.0001551702,0.03647363,0.0002896069,0.001324868,0.00007701816,0.6800873,0.0007526127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533656,0.00253862,0.000003058171,0.02676118,0.0008767201,0.001139266,0.0000604467,0.00001473256,0.01524042],"genre_scores_gemma":[0.9891202,0.001047583,0.00001948362,0.0006315002,0.0005761037,0.000009495032,0.00001740511,0.000014456,0.008563722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771657,"threshold_uncertainty_score":0.998462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102959180378498,"score_gpt":0.1945834557492722,"score_spread":0.1842875377114224,"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."}}