{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000469579,0.0003165223,0.0002901086,0.0006928969,0.0002384687,0.0007981638,0.0004050228,0.0004346568,0.001701247],"category_scores_gemma":[0.001388876,0.0001852333,0.0005749034,0.0007044402,0.0001763297,0.0004440093,0.0003911643,0.0002183628,0.0001631119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812894,"about_ca_system_score_gemma":0.0004220307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01382961,"about_ca_topic_score_gemma":0.0209279,"domain_scores_codex":[0.9998916,0.00004620712,0.000009463978,0.00002734166,0.00001250949,0.00001286809],"domain_scores_gemma":[0.9996308,0.0002018019,0.00006613597,0.00002049426,0.00005862883,0.00002209151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003345767,0.0000483743,0.1456699,0.0002648817,0.0001626401,0.0003194306,0.00009761083,0.8260702,0.003800539,0.001861279,0.0009294866,0.0207422],"study_design_scores_gemma":[0.00001280603,0.00004491361,0.07092398,0.00006795653,0.00009027718,0.0001063655,0.0002090826,0.9234326,0.0006804783,0.001544242,0.002858986,0.00002824562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537082,0.002256439,0.03706448,0.0004837985,0.00002943787,0.00003944768,0.0009789752,0.00028242,0.005156816],"genre_scores_gemma":[0.990994,0.0008670512,0.007071728,0.00003740797,0.00001914492,0.0000386818,0.0003588899,0.00003644644,0.0005765634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01382961,"threshold_uncertainty_score":0.02749825,"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."}}