{"id":"W1994990064","doi":"10.5558/tfc85202-2","title":"Bird monitoring programs in Ontario: What have we got and what do we need?","year":2009,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Ministry of Natural Resources and Forestry","funders":"","keywords":"Adaptive management; Government (linguistics); Environmental resource management; Context (archaeology); Population; Geography; Bird conservation; Business; Environmental planning; Ecology; Habitat; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004106683,0.0004534889,0.0004853182,0.0008547878,0.00249616,0.002203866,0.001525805,0.001167012,0.005313941],"category_scores_gemma":[0.01361496,0.0002789034,0.0004605374,0.001787102,0.00173852,0.002365046,0.001370046,0.001243313,0.0003473265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0444614,"about_ca_system_score_gemma":0.09928324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9623888,"about_ca_topic_score_gemma":0.9827551,"domain_scores_codex":[0.9968134,0.0006192392,0.0002161508,0.0002120538,0.001311104,0.0008281746],"domain_scores_gemma":[0.9843555,0.002064429,0.001755596,0.0002732788,0.006795609,0.004755512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005473997,0.0002973817,0.471941,0.005764859,0.0001381468,0.0004335461,0.006150139,0.0008407991,0.0009131681,0.00180096,0.06737655,0.4437959],"study_design_scores_gemma":[0.0001224431,0.0003028523,0.9105505,0.0038379,0.0001484929,0.0001231258,0.009131465,0.0009194654,0.0003370838,0.0006043358,0.07384399,0.00007836749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4524246,0.1005107,0.001510885,0.391961,0.001515335,0.001130064,0.008859497,0.0004629103,0.04162506],"genre_scores_gemma":[0.904586,0.05388874,0.006661569,0.01849569,0.000509463,0.0006154146,0.003783757,0.00005921651,0.01140012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0444614,"threshold_uncertainty_score":0.3225915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994556218249755,"score_gpt":0.2535581962278859,"score_spread":0.2136126340453884,"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."}}