{"id":"W4238730888","doi":"10.5194/bgd-10-1551-2013","title":"Photosynthetic parameters in the Beaufort Sea in relation to the phytoplankton community structure","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Photosynthesis; Phytoplankton; Environmental science; Trophic level; Irradiance; Chlorophyll a; Biomass (ecology); Community structure; Atmospheric sciences; Oceanography; Ecology; Biology; Physics; Geology; Botany; Nutrient","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":[],"consensus_categories":[],"category_scores_codex":[0.0003807759,0.0003939001,0.0002435728,0.0006505157,0.0003936214,0.0005979591,0.0003007967,0.0003170173,0.0004393604],"category_scores_gemma":[0.0007747196,0.0001711244,0.0003877124,0.0007650775,0.000335693,0.0003849981,0.0002361196,0.00023079,0.0001480203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106858,"about_ca_system_score_gemma":0.000438946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1418233,"about_ca_topic_score_gemma":0.1005985,"domain_scores_codex":[0.9998535,0.0000242487,0.000006135162,0.00005195284,0.00003163279,0.00003264756],"domain_scores_gemma":[0.9995282,0.0001400389,0.0001008369,0.00006104494,0.0001079575,0.00006196795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004847127,0.00006724202,0.7288662,0.00007275709,0.0003358044,0.0005367993,0.0004991604,0.2167296,0.03218389,0.0007474871,0.001646831,0.01782948],"study_design_scores_gemma":[0.000006546006,0.00002714914,0.9190596,0.000004097707,0.00001230257,0.0000599368,0.00008666531,0.0783473,0.001680172,0.0001862051,0.0005101352,0.00001983318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983285,0.00007648618,0.0004719526,0.00002358167,0.000002778349,0.00000151567,0.0005184006,0.00004701408,0.0005297291],"genre_scores_gemma":[0.9986877,0.00002115096,0.0004232923,0.000005792511,0.000002159627,0.000001528959,0.0007193598,0.000008934432,0.0001301057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418233,"threshold_uncertainty_score":0.2819957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205091409118345,"score_gpt":0.2139627692149818,"score_spread":0.1934536283031473,"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."}}