{"id":"W1992664830","doi":"10.3390/d2111181","title":"The CC-Bio Project: Studying the Effects of Climate Change on Quebec Biodiversity","year":2010,"lang":"en","type":"article","venue":"Diversity","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment; Parks Canada; Ouranos; Environment and Climate Change Canada; McGill University; Ministère des Ressources naturelles et des Forêts (Québec); Nature Conservancy of Canada; Université Laval; Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe; Ducks Unlimited Canada; Université du Québec à Rimouski","funders":"Government of Canada; Université du Québec à Rimouski","keywords":"Biodiversity; Climate change; Ecosystem; Environmental resource management; Documentation; Work (physics); Geography; Resource (disambiguation); Natural resource; Ecosystem services; Land use, land-use change and forestry; Ecology; Land use; Environmental science; Biology; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002545817,0.00009181858,0.00007923513,0.00001243971,0.001469045,0.000029153,0.0004586337,0.00004703508,0.0009080773],"category_scores_gemma":[0.0000635997,0.00005426339,0.00007104375,0.0001679245,0.000398252,0.0001020144,0.001285304,0.0001648207,0.0006706428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359277,"about_ca_system_score_gemma":0.000003196835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009758451,"about_ca_topic_score_gemma":0.01632333,"domain_scores_codex":[0.9991909,0.00004910218,0.00006326712,0.0001680749,0.0002944195,0.0002342461],"domain_scores_gemma":[0.9994483,0.0001470691,0.00007728976,0.000275519,0.0000116,0.00004024252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009265072,0.0007318468,0.9582511,0.0000308974,0.00002661477,0.00001088156,0.00592305,1.183265e-7,0.001146506,0.002122535,0.02113128,0.01053257],"study_design_scores_gemma":[0.0006917499,0.00006963629,0.9687034,0.00000494691,0.00002799228,5.906525e-7,0.003397072,0.000004588119,0.001247308,0.00001341161,0.02574413,0.00009514186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887114,0.00001069225,4.917434e-7,0.0006130848,0.0005206475,0.0003955975,0.00007977746,0.00002852089,0.00963984],"genre_scores_gemma":[0.9993576,0.0001536743,0.000001699369,0.0003243425,0.00002296574,0.000006180125,0.000008550729,0.000001854532,0.0001231148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064627,"threshold_uncertainty_score":0.9998309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156598753239911,"score_gpt":0.2327361787270167,"score_spread":0.2011701911946175,"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."}}