{"id":"W4250984589","doi":"10.12688/f1000research.9707.1","title":"First visual record of rare purple dogwhelks (Nucella lapillus) on the Atlantic coast of Nova Scotia, Canada","year":2016,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cove; Nova scotia; Geography; Nucella; Intertidal zone; Oceanography; Bay; Fishery; Geology; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001376846,0.0002683245,0.000248389,0.001166221,0.001948983,0.0006210743,0.0004513601,0.0002606244,0.001296927],"category_scores_gemma":[0.0005018787,0.0002429506,0.0001565828,0.001164957,0.0008621842,0.0001683684,0.0006734726,0.0003025993,0.0003657802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003788559,"about_ca_system_score_gemma":0.004445004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524311,"about_ca_topic_score_gemma":0.991726,"domain_scores_codex":[0.9997454,0.000009256917,0.00001046073,0.00005925582,0.00008782442,0.0000876717],"domain_scores_gemma":[0.9988602,0.00005471146,0.0001769866,0.00004847481,0.0005848241,0.0002748877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176698,0.00003077761,0.9627682,0.0001922597,0.0000636312,0.001786467,0.004293317,0.0000959805,0.01328927,0.00009623053,0.003538628,0.01366851],"study_design_scores_gemma":[0.000002344943,0.00002086854,0.9953301,0.00004009162,0.000009315239,0.0002476737,0.001493478,0.00003680779,0.0002347073,0.000005168707,0.002574095,0.000005417047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844646,0.0008341057,0.0001859976,0.00009189739,0.00003587976,0.00006592454,0.003910277,0.00002931131,0.01038207],"genre_scores_gemma":[0.9943851,0.0004782958,0.0005045619,0.0001303535,0.000007527118,0.00002049354,0.001684696,0.000008909126,0.002780048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04756886,"threshold_uncertainty_score":0.09569794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255918795539946,"score_gpt":0.2540607034772722,"score_spread":0.2215015155218727,"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."}}