{"id":"W4413014349","doi":"10.21810/aer.v1i1.5382","title":"Emerging directions in acoustic ecology – trends within Canada’s national protected areas system","year":2023,"lang":"en","type":"article","venue":"Acoustic Ecology Review","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"Parks Canada","keywords":"Ecology; Geography; Environmental resource management; Regional science; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331308,0.0004245652,0.0005400852,0.003891749,0.00146688,0.00311012,0.001272985,0.0006977677,0.003767197],"category_scores_gemma":[0.002873762,0.0002351349,0.0003815408,0.007335847,0.001556506,0.001214541,0.0007789031,0.001165743,0.0003581106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02528343,"about_ca_system_score_gemma":0.08519577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9597999,"about_ca_topic_score_gemma":0.9822219,"domain_scores_codex":[0.9991497,0.00006984227,0.00006120763,0.0001090719,0.000425965,0.0001842492],"domain_scores_gemma":[0.9953365,0.0005613675,0.0002941699,0.00005990588,0.003289327,0.000458801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009953291,0.00004762928,0.01843184,0.007603346,0.0001720067,0.0001644414,0.00125826,0.0006882776,0.0004851927,0.007968877,0.05577131,0.9073092],"study_design_scores_gemma":[0.00001784584,0.0001016126,0.1792867,0.01120494,0.0003182023,0.000247648,0.002751935,0.0003861464,0.0003293266,0.002165115,0.8031065,0.00008406823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005013771,0.9763574,0.0001699512,0.00834914,0.0004118324,0.00001377091,0.0006460819,0.00002422799,0.009013825],"genre_scores_gemma":[0.04955794,0.9450263,0.0006571515,0.001845245,0.0001944566,0.00001731124,0.0006443977,0.00001058426,0.00204668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04020011,"threshold_uncertainty_score":0.183445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323190596243328,"score_gpt":0.2673344557839037,"score_spread":0.2341025498214705,"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."}}