{"id":"W1991511690","doi":"10.3750/aip2011.41.2.03","title":"Biodiversity of fishes in Canada's National Capital Region","year":2011,"lang":"en","type":"article","venue":"Acta Ichthyologica Et Piscatoria","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"University of Ottawa","keywords":"Threatened species; Habitat; Biodiversity; Fishery; Ecology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001609058,0.00007922725,0.0001175608,0.0000266918,0.00005692312,0.000001782596,0.0002036608,0.00004669093,0.001645074],"category_scores_gemma":[0.00008589435,0.00006914682,0.00002013499,0.0001234484,0.0001346371,0.0001275385,0.000281973,0.00007261433,0.00005038205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431469,"about_ca_system_score_gemma":0.00004677517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3746075,"about_ca_topic_score_gemma":0.8940613,"domain_scores_codex":[0.9993238,0.00004922154,0.0001279977,0.0001834862,0.0001591499,0.0001563646],"domain_scores_gemma":[0.9997319,0.00005556708,0.00008452183,0.00009271083,0.000008759247,0.00002656896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000163105,0.00005741025,0.8511048,0.000002259612,0.00001321063,0.00001504192,0.0005737602,0.000004466149,0.00002226655,0.0004495201,0.1477248,0.00001609712],"study_design_scores_gemma":[0.0001528421,0.00004466663,0.9937107,0.00000146336,0.000005990363,0.000001214372,0.0003749371,0.000002094631,0.0001054408,0.002101089,0.003420541,0.00007900316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178249,0.000005119443,0.000001751072,0.000966187,0.0002014785,0.00008701107,0.000006841216,0.00001000104,0.0808967],"genre_scores_gemma":[0.9989662,0.00002786845,0.0001146773,0.0007716325,0.000006083758,0.00001094164,0.00000436233,0.000001525858,0.00009670827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5194538,"threshold_uncertainty_score":0.9992676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734354974591884,"score_gpt":0.1931093588808511,"score_spread":0.1657658091349323,"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."}}