{"id":"W7128628785","doi":"10.15468/seea7f","title":"University of New Brunswick: Fish surveys conducted in small estuarine streams entering Saint John Harbour, New Brunswick.","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of New Brunswick","funders":"","keywords":"STREAMS; Resource (disambiguation); Fish <Actinopterygii>; Ecosystem; Estuary; SAINT","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":[0.0009192514,0.001422447,0.00115763,0.00462292,0.0009346937,0.00177031,0.00303042,0.000958406,0.03816075],"category_scores_gemma":[0.004173044,0.0009943609,0.0005152905,0.01493361,0.0003757691,0.0008096058,0.001593307,0.001129714,0.03335473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005280046,"about_ca_system_score_gemma":0.01059859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7045049,"about_ca_topic_score_gemma":0.8543809,"domain_scores_codex":[0.9992337,0.00005720052,0.0001078235,0.0001890504,0.0002055678,0.0002066861],"domain_scores_gemma":[0.9954856,0.0005045712,0.0004553802,0.0006919832,0.002401736,0.0004606479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005250746,0.00001424662,0.004021128,0.0004672848,0.00002870216,0.00004615632,0.00007954998,0.0002036302,0.0001572305,0.0002949347,0.9917884,0.002846114],"study_design_scores_gemma":[0.0001404646,0.000008062756,0.05761573,0.0004353712,0.00002856073,0.00004239544,0.00030797,0.0002860875,0.0005859337,0.0004020106,0.9400944,0.00005297949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002243745,0.00002040056,0.00003218685,0.0000213168,0.000009829158,0.000006929858,0.9991762,0.00005835539,0.0004505031],"genre_scores_gemma":[0.0007893121,0.00003882189,0.0001369962,0.00001543122,0.000002139139,0.00004810199,0.997874,0.00003545868,0.001059663],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2954951,"threshold_uncertainty_score":0.5944706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05640319638251162,"score_gpt":0.2807545733858966,"score_spread":0.224351377003385,"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."}}