{"id":"W7128627441","doi":"10.15468/bnrx8c","title":"Acadia University: Juvenile Fish Assemblages collected in bays along the Atlantic Coast of mainland Nova Scotia during summers of 2005 and 2006","year":2017,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Acadia University","funders":"","keywords":"Bay; Nova scotia; Juvenile; Mainland; Juvenile fish; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005457995,0.0007640546,0.0006860527,0.002143924,0.0007291127,0.001224857,0.00121721,0.0005511616,0.01194292],"category_scores_gemma":[0.002120374,0.0004848116,0.0003820708,0.003954269,0.0002913573,0.0003502909,0.001036364,0.0006564526,0.008438103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481118,"about_ca_system_score_gemma":0.004674085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5615047,"about_ca_topic_score_gemma":0.6770553,"domain_scores_codex":[0.9996209,0.00002780456,0.00005154948,0.00009366731,0.0001153978,0.00009058725],"domain_scores_gemma":[0.9980829,0.0002233469,0.0004016374,0.0002615729,0.0007140111,0.0003165159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003857623,0.00006539444,0.08325574,0.001265357,0.0001768751,0.0002457701,0.0002511139,0.0005291132,0.0004954765,0.0004752111,0.9059126,0.006941716],"study_design_scores_gemma":[0.0003914269,0.00005232471,0.545265,0.0009132928,0.0001108923,0.0001421643,0.0006401162,0.0005489021,0.0005868969,0.0002725836,0.4510114,0.00006493485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003119753,0.00007091767,0.00003025324,0.00002864396,0.00001632147,0.00001401372,0.9960383,0.00004401528,0.000637724],"genre_scores_gemma":[0.007944013,0.00009045962,0.0001580083,0.00003471339,0.000008128432,0.00009050786,0.9902895,0.00001979925,0.001364838],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4384953,"threshold_uncertainty_score":0.8821554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763057269089999,"score_gpt":0.2846675812908596,"score_spread":0.2570370085999596,"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."}}