{"id":"W6992565911","doi":"","title":"A light in the dark: using cabled seafloor observatories to study
\\nabundance and behaviour of seafloor megafauna in response to
\\nenvironmental change","year":2022,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seafloor spreading; Benthic zone; Phytodetritus; Megafauna; Bay; Kelp forest; Continental shelf; Baseline (sea)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006189272,0.0003539138,0.0001526898,0.0006226739,0.0006870757,0.001176788,0.000617884,0.0005378849,0.001889952],"category_scores_gemma":[0.001111863,0.0002799327,0.0002059799,0.0007667891,0.0005823922,0.001079255,0.001193949,0.0006921362,0.0007556781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303784,"about_ca_system_score_gemma":0.000992563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07153589,"about_ca_topic_score_gemma":0.3351762,"domain_scores_codex":[0.9995809,0.0001062906,0.00001292776,0.0001296038,0.00007673529,0.00009354913],"domain_scores_gemma":[0.9991309,0.0001271026,0.00022282,0.0001303566,0.0001820779,0.0002067226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002611215,0.0003203758,0.891959,0.0001007615,0.00008904518,0.0001860071,0.005599861,0.0002832545,0.0331863,0.0003377923,0.002973549,0.06470305],"study_design_scores_gemma":[0.00001893282,0.0002328121,0.9819276,0.0000553194,0.00003750058,0.00008127898,0.006391941,0.0008952313,0.002824383,0.0002826181,0.007212626,0.00003982296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881638,0.0001970823,0.002786029,0.0003372865,0.00004747242,0.00007816421,0.001642204,0.00004340862,0.00670456],"genre_scores_gemma":[0.9589465,0.0008073209,0.02431469,0.001098766,0.00008559006,0.0003299176,0.002557687,0.00006362121,0.01179585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07153589,"threshold_uncertainty_score":0.142239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626162553133466,"score_gpt":0.2580281526027666,"score_spread":0.2217665270714319,"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."}}