{"id":"W4254808667","doi":"10.3410/f.1108624.564707","title":"Faculty Opinions recommendation of Freshwater Ecoregions of the World: A New Map of Biogeographic Units for Freshwater Biodiversity Conservation.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biodiversity; Geography; Biodiversity conservation; Ecology; Environmental resource management; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001140487,0.001590888,0.001354698,0.005063031,0.0005397867,0.001797248,0.002546471,0.001329121,0.0773612],"category_scores_gemma":[0.007726723,0.0008529706,0.001045791,0.01122196,0.0002432892,0.001476164,0.001575289,0.001963314,0.05986094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728085,"about_ca_system_score_gemma":0.004597932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06273265,"about_ca_topic_score_gemma":0.1130643,"domain_scores_codex":[0.999135,0.0001011213,0.0001319893,0.0002218115,0.0002893792,0.0001207181],"domain_scores_gemma":[0.9954911,0.0007854876,0.0006334847,0.0007359548,0.001712068,0.0006419345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002582871,0.000009660665,0.001120446,0.0002963665,0.00001881769,0.000007128914,0.00001366162,0.0001247236,0.00006018542,0.0001946216,0.9955896,0.00253897],"study_design_scores_gemma":[0.0002245774,0.00000810862,0.0158004,0.0002250654,0.00004424698,0.00002652788,0.00007529923,0.0004057236,0.0002832567,0.0006183232,0.9822635,0.00002495978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008619615,0.00001416172,0.00006634925,0.00004469133,0.00001239172,0.000008415972,0.9990523,0.0001466217,0.0005688848],"genre_scores_gemma":[0.0002807778,0.00002966483,0.0003797572,0.00002599236,0.000003900352,0.00004813479,0.9986249,0.00004483529,0.0005620323],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0773612,"threshold_uncertainty_score":0.258799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292927636408356,"score_gpt":0.3035712723447708,"score_spread":0.2606419959806873,"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."}}