{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008165278,0.0002088716,0.0002642907,0.0001632045,0.0002925252,0.00005275262,0.000310205,0.0000743964,0.01354094],"category_scores_gemma":[0.00008789613,0.0002230281,0.0001019684,0.0003553359,0.00006553374,0.000157889,0.0002461005,0.0002858981,0.0005250013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552117,"about_ca_system_score_gemma":0.0001021624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004077523,"about_ca_topic_score_gemma":0.0007179311,"domain_scores_codex":[0.9975244,0.0005426905,0.0004742225,0.0006149968,0.0004612527,0.000382483],"domain_scores_gemma":[0.998693,0.0001050135,0.0003457736,0.0007147688,0.00006487993,0.00007656027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003673934,0.001475194,0.7400282,0.00007013216,0.0004704889,0.003858022,0.01436987,0.000474705,0.00008468923,0.05578469,0.1612146,0.021802],"study_design_scores_gemma":[0.0007652294,0.0001438055,0.4255673,0.000007844456,0.00004971468,0.00009610538,0.002970706,0.00002660459,0.00005998995,0.0008597065,0.5691745,0.0002785213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7463074,0.0002401295,0.0009622015,0.001429175,0.002793894,0.001221349,0.00009800401,0.0001576557,0.2467902],"genre_scores_gemma":[0.9265525,0.0000105047,0.0001902803,0.0001682904,0.0008877523,0.001063335,0.0003821014,0.00006118212,0.07068409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4079598,"threshold_uncertainty_score":0.9873608,"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."}}