{"id":"W7147731637","doi":"10.29173/bluejay6419","title":"2024 Loon Initiatives Report: Madge Lake, Duck Mountain Provincial Park","year":2025,"lang":"","type":"article","venue":"Blue Jay","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fishing; Urban park; Biodiversity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001025042,0.0004514371,0.0004967487,0.0001171315,0.0006411296,0.00009637915,0.0004946076,0.0005577679,0.06596051],"category_scores_gemma":[0.0003213221,0.000434311,0.0001815793,0.000629305,0.001012888,0.0005529089,0.0005482026,0.0006651906,0.009780407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291005,"about_ca_system_score_gemma":0.0004233402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202699,"about_ca_topic_score_gemma":0.007011338,"domain_scores_codex":[0.9965042,0.0003208155,0.0009279959,0.001014775,0.0004250418,0.0008070972],"domain_scores_gemma":[0.9985738,0.0001603595,0.0003803817,0.000680404,0.00003126049,0.0001738423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002780188,0.002433806,0.7874572,0.0002131146,0.0002259829,0.003746578,0.004688059,0.0001586512,0.003423125,0.003982584,0.1640766,0.02931623],"study_design_scores_gemma":[0.001278665,0.0003591978,0.9035723,0.0001568793,0.0004423929,0.0001144036,0.001733653,0.001123419,0.00932275,0.002413473,0.0786336,0.0008492359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818662,0.0001777171,0.0005573355,0.002157265,0.004494154,0.001327462,0.0001387241,0.00006734322,0.1092139],"genre_scores_gemma":[0.852319,0.00004990752,0.0003310129,0.001318735,0.0002801765,0.000118423,0.00003764839,0.00002468172,0.1455204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161151,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127176629743797,"score_gpt":0.2604075400676401,"score_spread":0.2491357737702021,"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."}}