{"id":"W2786013413","doi":"10.1101/239756","title":"Recruitment and abundance of intertidal barnacles and mussels along the Atlantic Canadian coast: pelagic influences and relationships with predator abundance","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Deutscher Akademischer Austauschdienst","keywords":"Pelagic zone; Intertidal zone; Oceanography; Benthic zone; Abundance (ecology); Fishery; Environmental science; Ecology; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002235116,0.0002287018,0.0001732161,0.0006699341,0.001063274,0.0005986248,0.0003999235,0.00022186,0.001604953],"category_scores_gemma":[0.0007229549,0.0002084488,0.0002031236,0.0007292948,0.0004120415,0.0001891319,0.0003314773,0.0002222097,0.0001873953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557061,"about_ca_system_score_gemma":0.002991324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9459561,"about_ca_topic_score_gemma":0.9876484,"domain_scores_codex":[0.9998472,0.00001096328,0.000007644551,0.00004480706,0.00003975956,0.000049588],"domain_scores_gemma":[0.9988675,0.00007066162,0.0002211606,0.0000381084,0.0004631498,0.0003394586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003226863,0.00001108251,0.9969344,0.000008055003,0.00002187909,0.00003836767,0.0001813399,0.000062156,0.0008890138,0.00001606796,0.0001746763,0.001630631],"study_design_scores_gemma":[6.95556e-7,0.000003272435,0.9996741,0.000002188625,0.000003046907,0.000010079,0.0001321562,0.00005368052,0.0000194973,0.000002908339,0.00009728884,0.000001195865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985546,0.000144468,0.00003466292,0.00004999755,0.000003237974,0.000005117625,0.0004013994,0.0000043954,0.0008020829],"genre_scores_gemma":[0.9986731,0.00008982961,0.00008234774,0.00002137875,0.000001659545,0.000003158524,0.0002692706,0.000001934317,0.0008573352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05404389,"threshold_uncertainty_score":0.1087243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952082384913977,"score_gpt":0.2108573421763227,"score_spread":0.1813365183271829,"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."}}