{"id":"W4280567420","doi":"10.1017/9781108819732.012","title":"Natural Toxins","year":2022,"lang":"en","type":"book-chapter","venue":"Ecotoxicology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Underpinning; Natural (archaeology); Environmental planning; Engineering ethics; Environmental science; Engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721553,0.001010504,0.000615437,0.001047631,0.0007790958,0.002619097,0.0007034014,0.001118583,0.09076914],"category_scores_gemma":[0.0003562202,0.0003193259,0.0005559066,0.001118749,0.0005610992,0.001450779,0.001380157,0.001716982,0.06404007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009668847,"about_ca_system_score_gemma":0.0008303892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049893,"about_ca_topic_score_gemma":0.00191041,"domain_scores_codex":[0.9995704,0.00002988259,0.00001746209,0.00009348089,0.0002462945,0.00004236137],"domain_scores_gemma":[0.9998909,0.00001841365,0.00001325282,0.0000103871,0.00004804405,0.0000189574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001222136,0.0002288638,0.0004335726,0.002734541,0.00002852324,0.0009932076,0.0005376533,0.0007111771,0.07464486,0.07419349,0.3228952,0.5224768],"study_design_scores_gemma":[0.000003241726,0.00003475625,0.0001860679,0.0001306859,0.000003618511,0.0004201824,0.00003950383,0.00004561717,0.003698797,0.002407323,0.9930242,0.000005835558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004917057,0.09083611,0.01090699,0.002453481,0.003754457,0.000268139,0.002982697,0.001088027,0.882793],"genre_scores_gemma":[0.01344696,0.04169838,0.005365691,0.002113196,0.0003542579,0.00014741,0.002740302,0.0002074556,0.9339263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09076914,"threshold_uncertainty_score":0.303653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009946281005417567,"score_gpt":0.2065885701487438,"score_spread":0.1966422891433262,"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."}}