{"id":"W4200122696","doi":"10.1186/s13750-021-00250-y","title":"Estimating ecotoxicological effects of chemicals on tropical reef-building corals; a systematic review protocol","year":2021,"lang":"en","type":"review","venue":"Environmental Evidence","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"Muséum National d'Histoire Naturelle; Office Français de la Biodiversité; Agence Nationale de la Recherche","keywords":"Coral reef; Threatened species; Reef; Biodiversity; Ecology; Ecosystem; Environmental resource management; Geography; Environmental science; Biology; Habitat","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005476896,0.0007831622,0.00435269,0.00004311557,0.0001464291,0.00003121774,0.0008004868,0.0002658635,0.0009419192],"category_scores_gemma":[0.00231084,0.0005373937,0.0008621625,0.0003024166,0.0002929218,0.0001809047,0.001790673,0.000565207,0.000638541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000891336,"about_ca_system_score_gemma":0.00002672945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007084289,"about_ca_topic_score_gemma":0.000001383659,"domain_scores_codex":[0.9948213,0.0008680841,0.001819956,0.001089153,0.0008974486,0.0005040314],"domain_scores_gemma":[0.995648,0.001856478,0.001401727,0.0008972743,0.000003951117,0.0001925458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004478342,0.000276639,0.0001011595,0.9700981,0.000096132,0.00009818878,0.000009882987,0.000001725343,0.0001149579,0.0000140436,0.0008189302,0.0283658],"study_design_scores_gemma":[0.000151679,0.0004242267,0.0001190995,0.9631348,0.001387766,0.0001138225,0.000003629823,0.00003484371,0.00009294934,0.00001752531,0.03389784,0.0006218377],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005600323,0.8882689,0.00004260746,0.0000250134,0.0001401508,0.1112501,0.000009598472,0.00004507878,0.0001625378],"genre_scores_gemma":[0.0001081209,0.834053,0.001264383,0.0001524379,0.00008002061,0.1639957,0.000008561658,0.00005018751,0.0002875479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05421582,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668171968036497,"score_gpt":0.3497377734545248,"score_spread":0.3130560537741598,"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."}}