{"id":"W2074359034","doi":"","title":"Swan Lake Conservation District | Conservation Districts | Water Services Agencies | Manitoba Water Stewardship | Province of Manitoba","year":2004,"lang":"en","type":"article","venue":"","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Water conservation; Geography; Water resource management; Environmental protection; Environmental science; Water resources; Ecology; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006156687,0.0007275146,0.0005108061,0.00285497,0.007044367,0.002064632,0.002112251,0.0005430179,0.05769203],"category_scores_gemma":[0.001623143,0.001110753,0.0003879642,0.00644245,0.001034643,0.0007358677,0.002231095,0.0009556282,0.005903407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0173244,"about_ca_system_score_gemma":0.07967652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282306,"about_ca_topic_score_gemma":0.9882294,"domain_scores_codex":[0.9991091,0.0001227882,0.00003661941,0.000124962,0.000252002,0.0003545804],"domain_scores_gemma":[0.9969075,0.0002168245,0.0002464371,0.0001197727,0.001241605,0.00126781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000494,0.0007705812,0.4738691,0.000954257,0.0001877258,0.00116004,0.004555361,0.0008517847,0.00438351,0.004094007,0.3175115,0.1911681],"study_design_scores_gemma":[0.0001370245,0.0001162306,0.7847784,0.0003572777,0.00006638055,0.0003682525,0.00914679,0.0008198984,0.0009422635,0.0002526491,0.2029688,0.00004617796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6590612,0.003595539,0.00272932,0.0104882,0.0004984321,0.00371357,0.05681931,0.001328647,0.2617658],"genre_scores_gemma":[0.4662885,0.00484308,0.01028278,0.004206909,0.0001240272,0.002103174,0.02526921,0.0003962026,0.4864861],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9423079,"threshold_uncertainty_score":0.1929991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299532438518466,"score_gpt":0.1795124811356102,"score_spread":0.1665171567504255,"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."}}