{"id":"W6927226433","doi":"10.29173/bluejay6342","title":"2021 Loon Initiatives Report: Madge Lake, Duck Mountain Provincial Park","year":2022,"lang":"en","type":"article","venue":"Blue Jay","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Fishing; Taxonomy (biology)","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":[0.0003966805,0.0003227259,0.0001614302,0.0008966881,0.002561705,0.001497116,0.0008739204,0.001315137,0.1239059],"category_scores_gemma":[0.0008186997,0.0002733263,0.0001501107,0.0007405229,0.0002640455,0.0004769403,0.001554934,0.0009674025,0.0114895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003207727,"about_ca_system_score_gemma":0.01512406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.467979,"about_ca_topic_score_gemma":0.8604592,"domain_scores_codex":[0.9996074,0.00002087116,0.000008689786,0.00002931822,0.0001860528,0.0001477929],"domain_scores_gemma":[0.9988751,0.00005627568,0.00004655266,0.00001635281,0.0003808092,0.0006248615],"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":[0.0001698767,0.0003128382,0.04143403,0.0002471834,0.00001565947,0.0008152695,0.0007205866,0.000198491,0.001409739,0.0007021453,0.9137874,0.04018674],"study_design_scores_gemma":[0.00006289098,0.000131718,0.2323982,0.000133882,0.00001480907,0.0001482241,0.00572713,0.0003043662,0.0006040007,0.000124333,0.7603267,0.00002375014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2068457,0.0015156,0.0005924042,0.02912894,0.001653885,0.002411086,0.06577597,0.001373158,0.6907033],"genre_scores_gemma":[0.07084323,0.000836776,0.0006604033,0.002694354,0.0001266217,0.0004568442,0.02338312,0.0001046599,0.9008941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.532021,"threshold_uncertainty_score":0.93051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945744281090231,"score_gpt":0.2984666873345964,"score_spread":0.2790092445236941,"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."}}