{"id":"W2083364423","doi":"10.1111/j.1529-8817.2008.00587.x","title":"SCANNING ELECTRON MICROSCOPY OBSERVATIONS OF DEFORMITIES IN SMALL PENNATE DIATOMS EXPOSED TO HIGH CADMIUM CONCENTRATIONS<sup>1</sup>","year":2008,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Biology; Cadmium; Scanning electron microscope; Electron microscope; Botany; Optics; Physics; Materials science; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942677,0.0001086885,0.0003765216,0.0002974488,0.0001124976,0.00002731951,0.0003216605,0.00007835235,0.0002882913],"category_scores_gemma":[0.00021023,0.00009409966,0.00007348722,0.0003295349,0.0001483398,0.0002648315,0.00005859707,0.0002198608,0.00001542613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505018,"about_ca_system_score_gemma":0.0006433984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002430418,"about_ca_topic_score_gemma":0.000146334,"domain_scores_codex":[0.9984086,0.0001480499,0.0006591741,0.0001364385,0.0002186912,0.000429076],"domain_scores_gemma":[0.9988976,0.0001887236,0.0003100844,0.0001232977,0.0003474308,0.0001328693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001320377,0.0001503831,0.03262233,0.00001917693,0.00001273082,0.00006244688,0.001474302,0.003088464,0.9605361,0.001273261,0.0005499466,0.00007884354],"study_design_scores_gemma":[0.001385316,0.001232672,0.1491796,0.00007430527,0.00001573351,0.0001790307,0.0006106546,0.0002888577,0.8450056,0.0006457485,0.001214533,0.0001679212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985282,0.0002187886,0.0001612475,0.0006007192,0.0001762811,0.0001643033,0.00001220626,0.000006909992,0.0001313594],"genre_scores_gemma":[0.9963549,0.00009813166,0.003061095,0.0001950972,0.0001224887,0.0000104217,0.000002530662,0.0000114485,0.0001438449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165572,"threshold_uncertainty_score":0.3837273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398444454322788,"score_gpt":0.2995456231657808,"score_spread":0.259701177733502,"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."}}