{"id":"W7019806784","doi":"","title":"Information Sheet 7: Elodea canadensis (Canadian waterweed)","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Elodea canadensis; Fact sheet; Population; Key (lock); Fish <Actinopterygii>","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.04617376,0.001589128,0.001540365,0.007140685,0.002886742,0.004211085,0.01187976,0.001661912,0.05476142],"category_scores_gemma":[0.008137578,0.001407906,0.0003723364,0.002157658,0.005586437,0.002260237,0.01000673,0.01985301,0.1219271],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03136971,"about_ca_system_score_gemma":0.02641115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9302941,"about_ca_topic_score_gemma":0.963696,"domain_scores_codex":[0.9496627,0.005467442,0.00132102,0.002674766,0.03249319,0.008380899],"domain_scores_gemma":[0.9844699,0.001463992,0.0004054674,0.005857301,0.00280282,0.00500052],"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":[0.0004570994,0.0001666693,0.00007126504,0.0001867892,0.0003429877,0.0003458002,0.0009992578,0.00002515797,0.003621103,0.002062738,0.9721222,0.01959895],"study_design_scores_gemma":[0.001725885,0.0004395258,0.0007341922,0.0004611761,0.00003183021,0.00004529022,0.0007434589,0.0007309315,0.0001834637,0.002373375,0.9910148,0.001516019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002968853,0.0009099585,0.00001165659,0.004209491,0.000606401,0.01153454,0.008220322,0.0002573327,0.9739534],"genre_scores_gemma":[0.01581659,0.003367655,0.003423332,0.0004705114,0.001536235,0.003047272,0.007288034,0.002863084,0.9621873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06716565,"threshold_uncertainty_score":0.9996856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09017772133140183,"score_gpt":0.3286583524806136,"score_spread":0.2384806311492118,"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."}}