{"id":"W6976705749","doi":"10.6073/pasta/963a004e94689bde81adb38e1b792615","title":"COI and 18S metabarcoding data from Hidden Lake (Banff National Park, Canada) over two rotenone applications between 2018 and 2020.","year":2023,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rotenone; Benthic zone; Benthos; Profundal zone; Littoral zone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008177597,0.0008439493,0.0008904965,0.0001804352,0.0005695088,0.0002205331,0.002824346,0.0002661778,0.001761452],"category_scores_gemma":[0.0002814058,0.0009475398,0.00003320301,0.0002885249,0.0008406119,0.001670023,0.01096639,0.001000232,0.0036638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006025229,"about_ca_system_score_gemma":0.0004849407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1466148,"about_ca_topic_score_gemma":0.6292866,"domain_scores_codex":[0.9936998,0.0003777448,0.0007985216,0.002593369,0.001924755,0.0006057852],"domain_scores_gemma":[0.993817,0.001534822,0.0007528956,0.003455327,0.00001639858,0.0004235234],"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":[0.00002331423,0.00008699405,0.001318368,0.00002898912,0.001163056,0.00005299101,0.00002684517,8.235862e-7,0.00008864154,0.00000681594,0.9969822,0.0002209393],"study_design_scores_gemma":[0.00124168,0.0000227138,0.0657056,0.00007788491,0.001016862,0.00001056184,0.0002453585,0.0001731824,0.00001387055,0.0002406317,0.9303197,0.0009319875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007760894,0.000821442,0.00003730494,0.0001412803,0.0001416668,0.001328487,0.9966014,0.00005416309,0.00009814438],"genre_scores_gemma":[0.001441079,0.001483842,0.0009197078,0.0003823785,0.001090459,0.0002502459,0.9941868,0.0001878819,0.00005764659],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4826718,"threshold_uncertainty_score":0.9992975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053629841234002,"score_gpt":0.3247255587934691,"score_spread":0.2193625746700689,"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."}}