{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266839,0.0002864573,0.0001668501,0.0008693993,0.002380765,0.001214519,0.0009099061,0.001260915,0.1041128],"category_scores_gemma":[0.000785691,0.0002745319,0.0001583442,0.000672225,0.0002759063,0.00044915,0.001520748,0.0007342729,0.008406628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477657,"about_ca_system_score_gemma":0.01287757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4111368,"about_ca_topic_score_gemma":0.7839796,"domain_scores_codex":[0.9995689,0.00003043742,0.00001095941,0.00003607714,0.0002098302,0.0001438374],"domain_scores_gemma":[0.9989396,0.00006376613,0.00005197927,0.00002435673,0.0003612618,0.0005591198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000254372,0.0003139878,0.05045901,0.0002622133,0.00002614982,0.0011508,0.0006285975,0.0002720664,0.002567536,0.0009820173,0.9006434,0.04243982],"study_design_scores_gemma":[0.00007625068,0.000159877,0.2279603,0.00009082131,0.00002185815,0.0001870834,0.003501315,0.0003765735,0.001156006,0.0001562651,0.7662861,0.00002753276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2355505,0.001133989,0.0007890512,0.02443895,0.001796774,0.002429144,0.08288279,0.001588299,0.6493906],"genre_scores_gemma":[0.09052557,0.0005998326,0.001088072,0.002726299,0.0001396907,0.0004709936,0.03326654,0.0001266306,0.8710564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5888633,"threshold_uncertainty_score":0.8174874,"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."}}