{"id":"W2607572739","doi":"10.1002/ece3.2982","title":"Conceptualising the interactive effects of climate change and biological invasions on subarctic freshwater fish","year":2017,"lang":"en","type":"review","venue":"Ecology and Evolution","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Academy of Finland","keywords":"Subarctic climate; Ecology; Climate change; Habitat; Population; Freshwater ecosystem; Trophic level; Ecosystem; Biodiversity; Environmental change; Temperate climate; Food web; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002589388,0.0001604217,0.0004884229,0.00003578062,0.0005283137,0.000008682307,0.0001270405,0.0002297293,0.0001062656],"category_scores_gemma":[0.0002361142,0.00009277142,0.00005754967,0.00003240921,0.001019931,0.00009866644,0.0005563357,0.0002233225,0.00005249583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006885119,"about_ca_system_score_gemma":0.00000321365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003145585,"about_ca_topic_score_gemma":0.002108876,"domain_scores_codex":[0.9990243,0.0002990668,0.0001633179,0.0002731056,0.00003821014,0.0002019696],"domain_scores_gemma":[0.9988712,0.0007157268,0.0002340714,0.0001521179,0.000003748856,0.00002314136],"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":[0.0001783329,0.000601516,0.3492932,0.01010859,0.001022485,0.0001015879,0.004933645,0.000001984039,0.000004244056,0.00614271,0.03132714,0.5962846],"study_design_scores_gemma":[0.0002139407,0.0004546426,0.7343909,0.0009581927,0.0003541257,0.00001493154,0.00009302751,0.000007260744,4.86494e-7,0.0006729979,0.2626723,0.0001671325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05623792,0.929652,0.000008108013,0.002162668,0.001878518,0.003648406,0.00008058282,0.00005400068,0.00627784],"genre_scores_gemma":[0.07836466,0.9209986,0.000009139663,0.0003318957,0.00004002871,0.000190472,0.00001288691,0.000004910889,0.00004738082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5961174,"threshold_uncertainty_score":0.4063416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09997131453722394,"score_gpt":0.3043818619675605,"score_spread":0.2044105474303366,"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."}}