{"id":"W2549169355","doi":"","title":"Review of Eurasian watermilfoil control at Cultus Lake and recommendations for future removals","year":2004,"lang":"en","type":"article","venue":"","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Control (management); Environmental science; Geography; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001112355,0.00006291193,0.0001448158,0.000007154079,0.0001192338,0.000003728696,0.0000386935,0.0000190501,0.002026624],"category_scores_gemma":[0.00001200306,0.00003916951,0.00003389203,0.00002671438,0.00004995871,0.00005156471,0.000006157097,0.00001867716,0.00004611874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002723519,"about_ca_system_score_gemma":0.000003339066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001540759,"about_ca_topic_score_gemma":0.002162765,"domain_scores_codex":[0.9995909,0.00001246485,0.0001461889,0.0000981061,0.00005318641,0.00009909246],"domain_scores_gemma":[0.9998165,0.00003418396,0.00004456062,0.00005799781,0.000006606831,0.0000401076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001165828,0.00008303325,0.2903514,0.003572658,0.0002355737,0.000005116437,0.001456473,0.0001371895,0.00007514417,0.0008798255,0.07783322,0.6252538],"study_design_scores_gemma":[0.001544797,0.000235415,0.1806997,0.0007209925,0.00009836191,0.00002857114,0.001084993,0.00007228004,0.0001633008,0.001050829,0.8140705,0.0002303131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2085559,0.3651769,0.00526413,0.2647909,0.001361268,0.004792879,0.003542606,0.0001640737,0.1463514],"genre_scores_gemma":[0.6957552,0.2623509,0.02140508,0.01521265,0.0002609201,0.00001422612,0.0008437837,0.000007715964,0.004149459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7362372,"threshold_uncertainty_score":0.9988856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461447169362473,"score_gpt":0.2246954351930273,"score_spread":0.2100809634994026,"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."}}