{"id":"W2560199405","doi":"10.1111/fwb.12874","title":"Does dispersal capacity matter for freshwater biodiversity under climate change?","year":2016,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Biological dispersal; Climate change; Range (aeronautics); Habitat; Ecology; Environmental science; Biodiversity; Species distribution; Ecosystem; Biology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725784,0.0003592585,0.0006602423,0.0005994338,0.0003773806,0.001561505,0.0006645755,0.0007286185,0.005446564],"category_scores_gemma":[0.005505803,0.0003035233,0.001216197,0.0007217223,0.001069471,0.001605457,0.001046416,0.0007292302,0.0002283159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434433,"about_ca_system_score_gemma":0.0006325314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884948,"about_ca_topic_score_gemma":0.01629124,"domain_scores_codex":[0.9995887,0.0001644211,0.00002698306,0.00009432179,0.00003726565,0.00008837134],"domain_scores_gemma":[0.9964309,0.001831154,0.0008960371,0.0002026979,0.0002201438,0.0004191269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004148981,0.00005418621,0.8248234,0.0004279692,0.001166937,0.0008093154,0.0002570303,0.1478289,0.002776449,0.00938739,0.00170593,0.01034757],"study_design_scores_gemma":[0.00002270923,0.0001547398,0.8301441,0.0001063123,0.000303772,0.0002582523,0.0004596505,0.152625,0.0004008153,0.01353873,0.001911346,0.00007452867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910619,0.001088175,0.001494626,0.002083452,0.00003938642,0.00001358879,0.0008489172,0.0000295907,0.003340366],"genre_scores_gemma":[0.9994092,0.0001381055,0.00009483063,0.00004966754,0.00001070611,0.0000028841,0.000109309,0.000005542635,0.0001798356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884948,"threshold_uncertainty_score":0.03747958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813686301521346,"score_gpt":0.2415573479901547,"score_spread":0.2034204849749412,"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."}}