{"id":"W4405898741","doi":"10.5869/fc.2024.v29-1.9","title":"The Real and Potential Impacts of Invasive Crayfish in Ontario Canada: A Review","year":2024,"lang":"en","type":"review","venue":"Freshwater Crayfish","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Crayfish; Fishery; Invasive species; Geography; Ecology; Biology","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":[0.0009886849,0.000752208,0.001007424,0.007959242,0.0008520461,0.001855995,0.0008783365,0.000874015,0.00271107],"category_scores_gemma":[0.002379344,0.0004449613,0.001137642,0.009885562,0.0008453183,0.001000592,0.0006303354,0.000659082,0.0002215479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008451111,"about_ca_system_score_gemma":0.03051779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6398833,"about_ca_topic_score_gemma":0.827954,"domain_scores_codex":[0.9994418,0.00003376262,0.000124374,0.00006134393,0.0002837018,0.00005497293],"domain_scores_gemma":[0.9973207,0.0008026944,0.0005974959,0.00002726619,0.001068866,0.0001829838],"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":[0.0002615765,0.00007227503,0.01357224,0.2284245,0.0009061876,0.0009041443,0.001544096,0.0006293966,0.001292265,0.001248627,0.03525146,0.7158933],"study_design_scores_gemma":[0.0000467127,0.0002440599,0.1014745,0.1544545,0.004611968,0.002644028,0.001828773,0.0002880732,0.0004182764,0.0004544783,0.7334154,0.0001192539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006686655,0.9983252,0.00001738512,0.0002185935,0.0000491678,0.000007169311,0.000148747,0.00000311016,0.0005619556],"genre_scores_gemma":[0.004124509,0.995404,0.00006794631,0.0001000542,0.00002097989,0.000006003997,0.00008764391,9.456064e-7,0.0001878491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3601167,"threshold_uncertainty_score":0.7244749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734681629301665,"score_gpt":0.242574613881027,"score_spread":0.2252277975880104,"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."}}