{"id":"W6958485338","doi":"10.6084/m9.figshare.26667166","title":"Additional file 1 of Phytoplankton ecology in the early years of a boreal oil sands end pit lake","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Oil sands; Boreal; Phytoplankton; Hydrology (agriculture); Taiga; Dominance (genetics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001224703,0.0007300246,0.0008399436,0.002624597,0.001132408,0.001408135,0.001999099,0.0008654559,0.8822968],"category_scores_gemma":[0.01438187,0.000455312,0.0006826154,0.005908167,0.0002964697,0.002307333,0.001207864,0.0007783018,0.1565831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210266,"about_ca_system_score_gemma":0.002072388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03345777,"about_ca_topic_score_gemma":0.0468851,"domain_scores_codex":[0.9995545,0.00006325772,0.00007570821,0.000109424,0.0001033292,0.00009392612],"domain_scores_gemma":[0.9885364,0.007763861,0.0006427401,0.0007532071,0.001815482,0.000488352],"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":[0.00009417644,0.000047843,0.002128504,0.001036021,0.00001843844,0.00004443903,0.00007952346,0.0003726301,0.00007071135,0.0006257147,0.9911299,0.004352096],"study_design_scores_gemma":[0.003232814,0.0001734486,0.05970247,0.001926817,0.0001147851,0.0003499867,0.001097507,0.001497676,0.0006169858,0.008927389,0.9222211,0.0001390689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001368113,0.00000442238,0.00008407195,0.00004701643,0.0000110558,0.00002744899,0.9987174,0.00012233,0.0008494908],"genre_scores_gemma":[0.006879085,0.00006118813,0.002152969,0.0002317456,0.00005904433,0.0008164585,0.9808143,0.0005658235,0.008419199],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9665422,"threshold_uncertainty_score":0.1678892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341917961274769,"score_gpt":0.2000177613946854,"score_spread":0.1765985817819377,"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."}}