{"id":"W2333160385","doi":"10.1139/er-2015-0053","title":"Environmental factors influencing local distributions of European green crab (<i>Carcinus maenas</i>) for modeling and management applications","year":2016,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Dalhousie University","funders":"Dalhousie University; Parks Canada","keywords":"Carcinus maenas; Ecology; Biology; Habitat; Juvenile; Population; Biological dispersal; Temporal scales; Diel vertical migration; Decapoda; Crustacean","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003452017,0.0002222564,0.0002776298,0.00002893,0.0002166659,0.000004908135,0.0002270462,0.00006579675,0.0004090646],"category_scores_gemma":[0.000007296626,0.0001589998,0.0001225777,0.00004566894,0.0005600405,0.0001397616,0.0003773099,0.00007041094,0.0003411644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790378,"about_ca_system_score_gemma":0.000001485022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000012018,"about_ca_topic_score_gemma":0.00001007555,"domain_scores_codex":[0.998513,0.0001088858,0.0004738674,0.0004677217,0.00011275,0.0003238063],"domain_scores_gemma":[0.9993138,0.0000587405,0.0001618247,0.0003343655,2.547472e-7,0.0001310296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006348327,0.000480816,0.337357,0.0001002616,0.00009528615,0.000006458825,0.0004224415,0.0001652559,0.07053214,0.0003758812,0.0007930941,0.5896079],"study_design_scores_gemma":[0.001578634,0.0003060379,0.4332845,0.00009137939,0.0002393471,0.00002675132,0.0006990218,0.0008656882,0.002192104,0.001072875,0.5588713,0.0007722796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364088,0.001541803,0.1587354,0.0001580994,0.00004516687,0.001771422,0.0002845362,0.00002521866,0.001029565],"genre_scores_gemma":[0.9928518,0.005098452,0.001183114,0.0001124092,0.00002141428,0.000176917,0.00008781353,0.00002121743,0.0004468542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5888356,"threshold_uncertainty_score":0.6483824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644972870905738,"score_gpt":0.2243345964585479,"score_spread":0.2078848677494905,"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."}}