{"id":"W3174168386","doi":"10.21203/rs.3.rs-578115/v1","title":"Can The Timing And Duration of Planktonic Larval Development Determine Invasion Success? A Case Study Comparing Range Expansion In The European Green Crab, Carcinus Maenas, And The Native Lined Shore Crab, Pachygrapsus Crassipes, In The North-Eastern Pacific.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Washington Sea Grant, University of Washington; U.S. Fish and Wildlife Service","keywords":"Carcinus maenas; Biology; Decapoda; Larva; Shore; Range (aeronautics); Fishery; Plankton; Ecology; Crustacean","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009761968,0.0002224501,0.000218219,0.000901707,0.0005041997,0.0007630879,0.0003717873,0.0005076675,0.001213889],"category_scores_gemma":[0.003028218,0.0001835795,0.0005215739,0.0006935099,0.0005238735,0.0007777857,0.0003767346,0.0003924389,0.0001388874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008184232,"about_ca_system_score_gemma":0.0002947114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01947285,"about_ca_topic_score_gemma":0.0541867,"domain_scores_codex":[0.9996156,0.0001759458,0.00002549584,0.00005914183,0.00003909237,0.00008473745],"domain_scores_gemma":[0.997685,0.0009904457,0.0007297245,0.00007904418,0.0002106227,0.0003050822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570366,0.00009684671,0.994099,0.00001514427,0.00004522319,0.0006999383,0.0005316962,0.000207356,0.001095988,0.00005806213,0.00005871406,0.002935016],"study_design_scores_gemma":[0.000003203322,0.0001546921,0.9974783,0.000006162159,0.00002518664,0.0003426136,0.001072224,0.0005460066,0.0001712215,0.00002578334,0.0001686658,0.000005985925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994302,0.0001214836,0.00003273489,0.00002388337,0.000001023888,0.000002872447,0.00004261853,8.246985e-7,0.0003443272],"genre_scores_gemma":[0.9995889,0.00008171876,0.00009917389,0.00001164852,0.000002184381,0.000004989775,0.00004387761,0.00000120307,0.0001663228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947285,"threshold_uncertainty_score":0.038719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08585814221026768,"score_gpt":0.3238433480102427,"score_spread":0.2379852057999751,"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."}}