{"id":"W2915019674","doi":"10.1016/s0380-1330(02)70568-6","title":"","year":2002,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"","field":"","cited_by":0,"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":[0.0003687606,0.000285868,0.0002036865,0.0006790711,0.001255589,0.002454898,0.0003901366,0.0005932135,0.3604383],"category_scores_gemma":[0.0007593124,0.0001718402,0.0001631609,0.0007713668,0.0005447128,0.0008847159,0.0011625,0.0007369856,0.1889991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009045303,"about_ca_system_score_gemma":0.002119515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391645,"about_ca_topic_score_gemma":0.03534491,"domain_scores_codex":[0.9998369,0.00001983833,0.000008906452,0.00002891059,0.00007978557,0.00002559964],"domain_scores_gemma":[0.9995234,0.00002584768,0.00001691473,0.00008815707,0.0002161218,0.0001295499],"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":[0.0001259021,0.00009387913,0.005702454,0.0001180599,0.00001292014,0.00009070833,0.0004113407,0.00007203595,0.002710444,0.0130805,0.7749157,0.2026661],"study_design_scores_gemma":[0.000005500661,0.00001200486,0.006828887,0.00003440291,0.000005332542,0.00006706105,0.0002945092,0.00005313969,0.0005935796,0.000932927,0.9911693,0.000003347602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01479153,0.003433634,0.000936559,0.01129714,0.002593386,0.00005005551,0.002279066,0.0008400106,0.9637786],"genre_scores_gemma":[0.02491959,0.001689175,0.0007624017,0.0007230462,0.0002744182,0.00001534802,0.001981316,0.0001331673,0.9695015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6395617,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001863161150696,"score_gpt":0.418503089310941,"score_spread":0.2183167731958714,"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."}}