{"id":"W2947229153","doi":"10.15273/pnsis.v50i1.8873","title":"The marine macroalgae of Brier Island, Nova Scotia, Canada","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University; St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geography; Species richness; Ecology; Bay; Algae; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007048962,0.0001348861,0.0002480349,0.00008043487,0.0001660491,0.00003779052,0.001680281,0.00004068934,0.0005451277],"category_scores_gemma":[0.0001815673,0.00007476875,0.00006000803,0.0009789726,0.00212911,0.0004076055,0.000269853,0.0001508814,0.0000140649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001017923,"about_ca_system_score_gemma":0.000725962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8059816,"about_ca_topic_score_gemma":0.9117466,"domain_scores_codex":[0.9983012,0.000004256182,0.0003907847,0.0002754328,0.000658602,0.0003697285],"domain_scores_gemma":[0.9989387,0.00005734043,0.0003958804,0.0002064794,0.0003240396,0.00007756473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009038952,0.00001471322,0.9580125,0.0001288539,0.00002033383,6.244406e-7,0.00009556663,0.0001538486,0.009574475,0.002346152,0.002992374,0.02657017],"study_design_scores_gemma":[0.0005802122,0.0002972863,0.8741375,0.0001885656,0.0000316303,0.00009317719,0.0005162028,0.001369472,0.06856461,0.0009059159,0.05296169,0.0003537888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787694,0.00004393164,0.000001242006,0.000479263,0.003201303,0.0002137151,0.00005745092,0.000004199446,0.1172295],"genre_scores_gemma":[0.9954979,0.00001644738,0.0002423929,0.0001181551,0.00003602521,1.342882e-7,0.000003811921,0.000002036777,0.004083082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167285,"threshold_uncertainty_score":0.7844796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810982713140809,"score_gpt":0.1887839572947457,"score_spread":0.1806741301633376,"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."}}