{"id":"W3046093056","doi":"10.5281/zenodo.18646873","title":"Cadmium Toxicity Towards Marine Diatom Thalassiosira sp. and its Alteration on Chlorophyll-a and Carotenoid Content","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diatom; Cadmium; Carotenoid; Chlorophyll; Chemistry; Chlorophyll a; Toxicity; Thalassiosira weissflogii; Botany; Environmental chemistry; Biology; Food science; Ecology; Phytoplankton; Nutrient","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001580454,0.000112938,0.0001630681,0.00001078527,0.0001120598,0.0001729407,0.0001422885,0.00003812619,0.0008418157],"category_scores_gemma":[0.00003464238,0.00009031172,0.00002299401,0.0000748606,0.00003950222,0.0001959736,0.0004711786,0.00008458764,0.0001654427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003640142,"about_ca_system_score_gemma":0.000006169044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007328707,"about_ca_topic_score_gemma":0.00002623929,"domain_scores_codex":[0.9991245,0.00005282397,0.000148241,0.0003525302,0.0001859335,0.0001359681],"domain_scores_gemma":[0.9996448,0.00001378577,0.00004939417,0.0001064403,0.00000594939,0.0001796764],"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":[0.0002164052,0.0002105697,0.122776,0.00003280382,0.00008651353,0.00006511488,0.00594156,0.0004121928,0.6007488,0.00002367105,0.0003221462,0.2691642],"study_design_scores_gemma":[0.0006690582,0.000439373,0.2490771,0.00002149756,0.00005289152,0.000004467542,0.0002814086,0.002909712,0.7423544,0.00003190257,0.00384823,0.0003099876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994703,0.00001422874,0.00001452929,0.003048744,0.00003978282,0.0001702838,0.00001818528,0.000002293103,0.001988936],"genre_scores_gemma":[0.9985076,0.00001686326,0.0003181211,0.0002234599,0.00007990673,0.00000589513,0.000007809913,0.000006330681,0.00083408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2688542,"threshold_uncertainty_score":0.9217292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09697209424893936,"score_gpt":0.2840217990432061,"score_spread":0.1870497047942667,"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."}}