{"id":"W2145363770","doi":"10.1577/03632415.2011.10389069","title":"The State of Crayfish in the Pacific Northwest","year":2011,"lang":"en","type":"article","venue":"Fisheries","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Crayfish; Ecology; Alien; Invasive species; Introduced species; Geography; Fishery; Fishing; Biology; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106408,0.0001331577,0.0002388808,0.003071816,0.0006610976,0.001754539,0.0004271735,0.000215129,0.0008776882],"category_scores_gemma":[0.002517688,0.0001345318,0.0001656551,0.004557842,0.0009896636,0.0007889114,0.0005165935,0.0004471049,0.00007824336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490776,"about_ca_system_score_gemma":0.006615083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6603479,"about_ca_topic_score_gemma":0.7613267,"domain_scores_codex":[0.9995114,0.00005453613,0.00005358412,0.00009904522,0.0002188987,0.00006259626],"domain_scores_gemma":[0.9959497,0.000546773,0.0009799558,0.0001366562,0.002062718,0.0003240662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001599443,0.00002703855,0.8218872,0.001321662,0.0001556316,0.0003741048,0.002273267,0.001145972,0.002006615,0.001560859,0.003188146,0.1658996],"study_design_scores_gemma":[0.000004105729,0.00003505638,0.9657378,0.000884139,0.00006973562,0.0002169698,0.002630234,0.0004655605,0.0006701681,0.0003391996,0.02892466,0.000022342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858931,0.07152222,0.0009542553,0.002982588,0.00006657977,0.00003687918,0.006164621,0.00007558549,0.03230428],"genre_scores_gemma":[0.9668654,0.02893314,0.0009819273,0.0002586247,0.00003100276,0.00001426727,0.001637858,0.000004812664,0.001272999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6603479,"threshold_uncertainty_score":0.6833048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646359969310826,"score_gpt":0.1911878315623684,"score_spread":0.1747242318692602,"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."}}