{"id":"W4391502743","doi":"10.5962/p.353867","title":"A brief history of Purple Loosestrife, Ly thrum salicaria, in Manitoba and its status in 2001","year":2003,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Ducks Unlimited Canada","funders":"Manitoba Hydro; Smithsonian Institution","keywords":"Biology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002038255,0.00008631535,0.0001420618,0.0000297606,0.000116578,0.00001078751,0.0001606317,0.0001398247,0.0005314522],"category_scores_gemma":[0.0002038863,0.00003729868,0.0000281079,0.0001758768,0.0001141642,0.00005936271,0.00003016866,0.0002064796,0.00001502019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665635,"about_ca_system_score_gemma":0.0000850475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5528836,"about_ca_topic_score_gemma":0.9920421,"domain_scores_codex":[0.9992173,0.00009208463,0.0001222126,0.0001630824,0.00006450245,0.000340869],"domain_scores_gemma":[0.9996427,0.0001358404,0.00004146421,0.00004808328,0.00002908832,0.0001027804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006904911,0.00006123584,0.7364375,0.00001951793,0.00003275178,0.0001198228,0.00101341,0.000002661807,0.0007820734,0.01169335,0.2465922,0.003176433],"study_design_scores_gemma":[0.0001852953,0.0000614503,0.7557262,0.00001046291,0.00000732632,0.00000649761,0.0005968618,0.000005161296,0.00008353359,0.0004145083,0.2427901,0.0001125838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777692,0.001649489,4.442553e-9,0.009647314,0.0002177248,0.0001624403,0.00005257879,0.000005283972,0.01049596],"genre_scores_gemma":[0.9957137,0.0001983527,0.000004595193,0.001925604,0.00001921347,0.000003703589,0.00001251594,4.011856e-7,0.002121894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4391585,"threshold_uncertainty_score":0.5819029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637890655184316,"score_gpt":0.1935248652213775,"score_spread":0.1671459586695344,"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."}}