{"id":"W4406202407","doi":"10.29173/bluejay6395","title":"2023 Loon Initiatives Report: Madge Lake, Duck Mountain Provincial Park","year":2024,"lang":"en","type":"article","venue":"Blue Jay","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.000531384,0.0003199134,0.0001683716,0.0008171336,0.002437346,0.001786508,0.000991744,0.001437749,0.09862377],"category_scores_gemma":[0.0009389799,0.0002807651,0.0001752991,0.0007439514,0.0002865026,0.0005475964,0.001726687,0.0009698665,0.009119064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003486983,"about_ca_system_score_gemma":0.01871295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4703751,"about_ca_topic_score_gemma":0.8239255,"domain_scores_codex":[0.9994861,0.00003330414,0.00001097933,0.00003538641,0.000253529,0.0001807424],"domain_scores_gemma":[0.9988562,0.00006138181,0.00004790416,0.00002390957,0.0004042652,0.0006063503],"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":[0.0001771006,0.0002093788,0.02410615,0.0002210127,0.00001857007,0.0008928006,0.0005288271,0.0002457628,0.001564984,0.001297373,0.9328153,0.03792278],"study_design_scores_gemma":[0.00006193447,0.00009582888,0.1109649,0.00008431301,0.00001508545,0.0001514172,0.003208245,0.0003069234,0.000970921,0.0002081363,0.883909,0.00002330704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.146231,0.001678168,0.001034403,0.03395364,0.002199162,0.002233016,0.07040752,0.001754749,0.7405083],"genre_scores_gemma":[0.0671651,0.0007413859,0.001089554,0.003564243,0.0001126097,0.0003880439,0.02504718,0.0001550179,0.9017369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5296249,"threshold_uncertainty_score":0.9352745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227809529035096,"score_gpt":0.239819665055139,"score_spread":0.227541569764788,"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."}}