{"id":"W1995754864","doi":"10.1016/s1049-9644(03)00006-9","title":"Using 1-min scans and stem height data in a post-release monitoring strategy for Galerucella calmariensis (L.) (Coleoptera: Chrysomelidae) on purple loosestrife, Lythrum salicaria L. (Lythraceae), in Manitoba","year":2003,"lang":"en","type":"article","venue":"Biological Control","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Biology; Lythraceae; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0009526712,0.0005131472,0.0008777945,0.0000556452,0.0002332588,0.0001764069,0.0006538826,0.0005740551,0.00007424317],"category_scores_gemma":[0.001124245,0.0002185385,0.00015188,0.0004194109,0.000257342,0.0002058973,0.0001674169,0.0004482258,0.00001259378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485608,"about_ca_system_score_gemma":0.00004438595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009099524,"about_ca_topic_score_gemma":0.004163274,"domain_scores_codex":[0.9961345,0.000602389,0.0007667361,0.001259471,0.0002458153,0.0009910947],"domain_scores_gemma":[0.9974421,0.001614712,0.0002305008,0.0002848039,0.0001499362,0.0002779419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002492629,0.000998048,0.5917652,0.00003425566,0.0001149118,0.0002032124,0.0000341097,0.0002164339,0.3059165,0.005232303,0.00009706174,0.09289534],"study_design_scores_gemma":[0.003971277,0.003047611,0.9835263,0.0001115889,0.00004484934,0.0000235718,0.001019948,0.001344524,0.001647796,0.0007876574,0.003609046,0.000865755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943702,0.001784331,0.00003722242,0.001039742,0.0001958545,0.001590059,0.0006005312,0.00006685515,0.0003152054],"genre_scores_gemma":[0.9983804,0.0001872399,0.0002363543,0.0006105373,0.0003176434,0.0001207262,0.0001055204,0.000004635453,0.00003697351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3917612,"threshold_uncertainty_score":0.8911741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510224435149674,"score_gpt":0.2793895664578846,"score_spread":0.1283671229429172,"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."}}