{"id":"W6912773065","doi":"10.5281/zenodo.7752911","title":"Cruise Report - Sambro Bank and Gully MPA, 2022","year":2023,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Horizon 2020 Framework Programme","keywords":"Cruise; Biodiversity; Fish <Actinopterygii>; Hydrology (agriculture); Habitat; Current (fluid)","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":[0.001224591,0.001549948,0.0003760663,0.002900814,0.001021812,0.0016587,0.001312126,0.001421702,0.03850806],"category_scores_gemma":[0.002483769,0.0006106721,0.0005128459,0.002444097,0.0002360777,0.0009808658,0.001061542,0.0009044601,0.02617851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880027,"about_ca_system_score_gemma":0.01023506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.500431,"about_ca_topic_score_gemma":0.5226559,"domain_scores_codex":[0.9989653,0.00006329959,0.00006238583,0.00008278221,0.0006638457,0.0001622933],"domain_scores_gemma":[0.9982932,0.0001299154,0.0001331845,0.00009863239,0.001134361,0.0002107304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001116268,0.0002274643,0.009249391,0.0003825318,0.0000718998,0.0003419507,0.0001764616,0.002092995,0.00196095,0.0009334224,0.9559596,0.02748722],"study_design_scores_gemma":[0.0002960906,0.0002358716,0.1427665,0.000138997,0.00004048455,0.0001546576,0.000314339,0.001661665,0.003521801,0.0004679759,0.8503349,0.00006668042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01765196,0.001155714,0.001212623,0.002038575,0.0007194557,0.001194861,0.8491684,0.0007454428,0.126113],"genre_scores_gemma":[0.02819937,0.001051942,0.003480072,0.0004943478,0.0001579754,0.001492156,0.6124069,0.0004618587,0.3522554],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.500431,"threshold_uncertainty_score":0.9950364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192077540297447,"score_gpt":0.3243527707887048,"score_spread":0.2051450167589601,"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."}}