{"id":"W4323652641","doi":"10.1002/ecy.4023","title":"Cascading impacts of changes in subsidy quality on recipient ecosystem functioning","year":2023,"lang":"en","type":"article","venue":"Ecology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Ecosystem; Ecology; Subsidy; Quality (philosophy); Environmental science; Environmental resource management; Biology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001392987,0.00008957816,0.0002739785,0.0002001896,0.00006498495,0.000004144983,0.0001549514,0.0001112301,0.002485932],"category_scores_gemma":[0.0003332161,0.00008670616,0.00004322279,0.0006349987,0.00006020907,0.00004730214,0.000160856,0.0001189841,0.001667411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345864,"about_ca_system_score_gemma":0.000009910396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004568764,"about_ca_topic_score_gemma":0.1199189,"domain_scores_codex":[0.9986237,0.0002972847,0.0003023797,0.0002814999,0.0001314589,0.0003636704],"domain_scores_gemma":[0.9991558,0.0004070272,0.000158331,0.0002276933,0.000006300047,0.00004490888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002188732,0.00005339282,0.9863334,0.000009350754,0.00001447182,0.00002171045,0.0005794246,0.006045017,0.004897885,0.0002411743,0.0009280634,0.0008542649],"study_design_scores_gemma":[0.0002370762,0.0002078124,0.993409,0.000007387726,0.00000652688,0.000003998879,0.000317796,0.0009994339,0.003151763,0.000150198,0.001423229,0.00008575361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990087,0.000003246558,0.000005368185,0.0005906876,0.0004602862,0.0001452597,0.000003302691,0.00003436625,0.008670516],"genre_scores_gemma":[0.9990503,0.00001537958,0.00004344512,0.0002042064,0.00003240548,0.00003869957,0.000006085265,0.00000887903,0.000600639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119462,"threshold_uncertainty_score":0.9991099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682977743775999,"score_gpt":0.2879082486813708,"score_spread":0.2610784712436108,"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."}}