{"id":"W4381803029","doi":"10.29173/bluejay6365","title":"2022 Loon Initiatives Report: Madge Lake, Duck Mountain Provincial Park","year":2023,"lang":"en","type":"article","venue":"Blue Jay","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Urban park; Environmental protection; Environmental planning","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":[],"consensus_categories":[],"category_scores_codex":[0.0003271041,0.00008498204,0.0001230087,0.00001097558,0.0003189974,0.00002046347,0.0001008838,0.00007675645,0.0005382418],"category_scores_gemma":[0.0002331199,0.00003368377,0.00004857653,0.000387815,0.00006931681,0.0001002707,0.00009018344,0.00009064794,0.0003467103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009491665,"about_ca_system_score_gemma":0.00001399009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005241058,"about_ca_topic_score_gemma":0.009894019,"domain_scores_codex":[0.9992105,0.00008004382,0.0001785575,0.0002176643,0.0001129895,0.0002002811],"domain_scores_gemma":[0.9995362,0.0002409172,0.00008939098,0.00004150647,0.0000582922,0.00003369671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006309216,0.0001338663,0.8817462,0.00001366508,0.00006772958,0.0004340634,0.000908096,0.000004011033,0.01192584,0.003028082,0.08457258,0.01710282],"study_design_scores_gemma":[0.00006362225,0.00006341911,0.858232,0.000003775321,0.000005386896,0.000009158997,0.000912381,0.000006839918,0.0003375789,0.0006917787,0.1395831,0.00009096941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882668,0.00005105279,5.93165e-7,0.005895924,0.000237562,0.0001442672,0.00004690226,0.0001466534,0.005210283],"genre_scores_gemma":[0.9884616,0.00005458614,0.000009721545,0.0007804596,0.0003957328,0.00007999539,0.0001564544,7.079111e-7,0.0100607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05501051,"threshold_uncertainty_score":0.5893371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049636615795978,"score_gpt":0.2513744605462643,"score_spread":0.2208780943883046,"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."}}