{"id":"W1993559577","doi":"10.3354/meps269101","title":"Spectrally weighted transparency in models of water-column photosynthesis and photoinhibition by ultraviolet radiation","year":2004,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Water column; Photoinhibition; Irradiance; Photosynthesis; Transparency (behavior); Photosynthetically active radiation; Environmental science; Atmospheric sciences; Ozone depletion; Ultraviolet; Botany; Physics; Meteorology; Optics; Ozone; Ecology; Biology; Computer science; Photosystem II","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007154619,0.0006729022,0.0003493983,0.0003786482,0.0004458423,0.0007342891,0.0009273151,0.0006731748,0.0007291686],"category_scores_gemma":[0.002122522,0.0004746083,0.0009492225,0.0005195807,0.0006282033,0.001276757,0.001191471,0.0007800942,0.0002169652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006881,"about_ca_system_score_gemma":0.0008223245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274435,"about_ca_topic_score_gemma":0.008997614,"domain_scores_codex":[0.9998341,0.0000606556,0.00000901063,0.00001780897,0.00005409483,0.00002427211],"domain_scores_gemma":[0.9994556,0.0003073907,0.00008451721,0.00003212654,0.00006908621,0.00005128414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003063163,0.00002195753,0.001287912,0.0000326361,0.00002701972,0.00007583332,0.00005648653,0.9833218,0.00355826,0.008546555,0.0003383108,0.002702656],"study_design_scores_gemma":[0.000005554695,0.00001228359,0.000586695,0.00000419186,0.000008096514,0.00002112999,0.00001159039,0.9935429,0.0005123595,0.004964358,0.0003230374,0.000007766014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4547001,0.001378294,0.5233474,0.001097956,0.000133905,0.00008519014,0.0003820923,0.0005072595,0.01836772],"genre_scores_gemma":[0.9810073,0.0005991245,0.01117653,0.00006085985,0.00004033639,0.0000809708,0.0001002574,0.0001357248,0.006798864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01274435,"threshold_uncertainty_score":0.02534032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004546280461867279,"score_gpt":0.1704516242701013,"score_spread":0.165905343808234,"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."}}