{"id":"W3194265855","doi":"10.21203/rs.3.rs-781438/v1","title":"Newly Hatched Stage I American Lobster (Homarus americanus) Survival Following Exposure to Physically and Chemically Dispersed Crude Oil","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Huntsman Marine Science Centre","funders":"European Synchrotron Radiation Facility; Government of Canada","keywords":"Homarus; American lobster; Stage (stratigraphy); Crude oil; Fishery; Biology; Petroleum engineering; Crustacean; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005811565,0.000180942,0.0002063703,0.0001738673,0.0002459811,0.0003801702,0.0001478455,0.0002635432,0.002497956],"category_scores_gemma":[0.0002393733,0.0001590999,0.0001929418,0.000096786,0.0003282464,0.0003172105,0.0002574614,0.000508478,0.0003119665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287269,"about_ca_system_score_gemma":0.0002064561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004759544,"about_ca_topic_score_gemma":0.008418513,"domain_scores_codex":[0.9999515,0.000003555716,0.00000204421,0.00001700772,0.000005933276,0.00001997602],"domain_scores_gemma":[0.9998164,0.00003579262,0.00004254259,0.00001495007,0.00002331333,0.0000669912],"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":[0.01394679,0.0005061231,0.07607345,0.00008230226,0.00007733292,0.0003762217,0.0006063959,0.00021477,0.9006867,0.00008625975,0.000291087,0.007052621],"study_design_scores_gemma":[0.00006255335,0.005399218,0.8798627,0.00001325795,0.00008366708,0.0001946762,0.0009701373,0.0004015437,0.1122435,0.00009205354,0.0006547993,0.00002194648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997167,0.00003446937,0.00001558661,0.000006024849,0.000003461133,0.000002048265,0.00005340594,0.000001314405,0.0001669948],"genre_scores_gemma":[0.9977661,0.00006395672,0.00003166105,0.00001576724,0.000003460209,0.000008135008,0.0002084944,0.000002351987,0.001900117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004759544,"threshold_uncertainty_score":0.009463668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028488444905881,"score_gpt":0.3351328673386244,"score_spread":0.3066444224327434,"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."}}