{"id":"W4241702340","doi":"10.1016/s0380-1330(07)72346-8","title":"","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003731695,0.0002816076,0.000204574,0.0007102966,0.00128866,0.002396082,0.0004143613,0.0005938783,0.3172996],"category_scores_gemma":[0.000738424,0.0001773103,0.0001878671,0.0007839518,0.0006015885,0.0008195743,0.001260313,0.0007939935,0.1533901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009913301,"about_ca_system_score_gemma":0.002430033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715206,"about_ca_topic_score_gemma":0.04356552,"domain_scores_codex":[0.9998104,0.00002299984,0.000009377039,0.0000317885,0.00009568264,0.00002975104],"domain_scores_gemma":[0.9995402,0.00002661504,0.00001809759,0.00008154399,0.0002156103,0.0001178682],"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":[0.000132319,0.0001060886,0.008640859,0.0001253735,0.00001759598,0.000100643,0.00047615,0.00009702133,0.003283943,0.01448035,0.7617486,0.210791],"study_design_scores_gemma":[0.000006908645,0.00001691878,0.01071889,0.00004140711,0.000006939681,0.00007678543,0.0004248146,0.00008726832,0.0008749336,0.00118631,0.9865541,0.000004832478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02103613,0.003026248,0.001174284,0.01201398,0.002604313,0.00006221837,0.002982659,0.0008583601,0.9562418],"genre_scores_gemma":[0.03708446,0.001893039,0.00122467,0.0009233805,0.0003317117,0.00002211824,0.002738004,0.0001793065,0.9556032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6827004,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436737465756137,"score_gpt":0.4526892017004823,"score_spread":0.3090154551248686,"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."}}