{"id":"W7053234840","doi":"","title":"Tracking sources of microbial pollution in recreational waters: Experience from two Toronto beaches","year":2009,"lang":"en","type":"other","venue":"DSpace (Centre National De La Recherche Scientifique)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Recreation; Tracking (education); Pollution; Water pollution","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":[],"consensus_categories":[],"category_scores_codex":[0.001025565,0.0002268956,0.0002245355,0.000203218,0.00003558761,0.0000871184,0.0002890971,0.0005290465,0.0007517562],"category_scores_gemma":[0.0002567388,0.0002405102,0.00008843125,0.0003160462,0.0001194987,0.0001574281,0.00002241256,0.0003459693,0.00002273948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188402,"about_ca_system_score_gemma":0.0001941539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261554,"about_ca_topic_score_gemma":0.002682066,"domain_scores_codex":[0.9983501,0.0003862816,0.0002675263,0.0003598831,0.0003849261,0.0002512619],"domain_scores_gemma":[0.9991577,0.0003792979,0.000110808,0.0001768954,0.00009635601,0.00007900249],"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":[0.00004796228,0.0004410616,0.001427357,0.0001990043,0.0001964863,0.00000824261,0.02137854,0.01146397,0.2128745,0.009290441,0.7182982,0.02437418],"study_design_scores_gemma":[0.00235121,0.00001416242,0.007009717,0.002760159,0.0000879337,0.00001232407,0.001567607,0.01584713,0.1576035,0.01271873,0.7984902,0.001537314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04205472,0.009271357,0.03068788,0.002009841,0.0008365264,0.001946941,0.002180187,0.001271181,0.9097413],"genre_scores_gemma":[0.2904164,0.002229857,0.1609614,0.0003511079,0.001481728,0.0001588569,0.002717268,0.0006914129,0.540992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3687494,"threshold_uncertainty_score":0.9807721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809346719497141,"score_gpt":0.3243659162645027,"score_spread":0.2434312443147886,"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."}}