{"id":"W2157296091","doi":"10.1111/j.1529-8817.2008.00588.x","title":"USE OF PULSE‐AMPLITUDE‐MODULATED FLUORESCENCE TO ASSESS THE PHYSIOLOGICAL STATUS OF<i>CLADOPHORA</i>SP. ALONG A WATER QUALITY GRADIENT<sup>1</sup>","year":2008,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Biology; Cladophora; Pulse (music); Fluorescence; Amplitude; Quality (philosophy); Botany; Optics; Algae; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002781057,0.0001693335,0.0004904561,0.00005419633,0.00005515202,0.000004107789,0.0002844318,0.0001831619,0.0003308549],"category_scores_gemma":[0.0001077181,0.0001009844,0.0001591505,0.0000971519,0.0002937949,0.00008739593,0.0001182016,0.000385885,0.000006664268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007646649,"about_ca_system_score_gemma":0.00002099219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006882496,"about_ca_topic_score_gemma":0.000005250409,"domain_scores_codex":[0.998474,0.0001554993,0.0006779518,0.000140424,0.0001615886,0.000390527],"domain_scores_gemma":[0.9992067,0.000193767,0.0001597568,0.0002383694,0.00006555302,0.0001358674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002280449,0.0001837816,0.09970439,0.00006073634,0.000172435,0.00005046219,0.0004849057,0.03665876,0.8614258,0.00002325355,0.0004890589,0.0005183734],"study_design_scores_gemma":[0.000465148,0.0003776536,0.8444365,0.00001974853,0.0000375471,0.0002226252,0.0001043222,0.0006787938,0.1512303,0.000115763,0.002138376,0.0001731898],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993185,0.00008697677,0.000152111,0.00006628366,0.0001457369,0.00009225714,0.00001520364,0.0000124438,0.0001104596],"genre_scores_gemma":[0.9988295,0.0002545546,0.0007030171,0.00007590602,0.00008718454,0.000004349743,0.000009382292,0.00001194205,0.00002418284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7447321,"threshold_uncertainty_score":0.4118023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836915036357818,"score_gpt":0.2641300422917972,"score_spread":0.205760891928219,"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."}}