{"id":"W2981656655","doi":"10.4095/299475","title":"Physical changes and evolution of Scots Bay Beach, Nova Scotia","year":2016,"lang":"en","type":"report","venue":"","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Nova scotia; Scots; Bay; Nova (rocket); Oceanography; Geography; Fishery; Environmental science; Geology; Biology; Art; Engineering","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":[0.0001099342,0.0001370242,0.0001025738,0.000743951,0.0005283187,0.0005297096,0.0002544129,0.0001796829,0.002970285],"category_scores_gemma":[0.0005433611,0.000101843,0.0001277011,0.0007969289,0.0003345974,0.0001015004,0.0004188686,0.0002094277,0.0004109179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003402352,"about_ca_system_score_gemma":0.001487337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8708017,"about_ca_topic_score_gemma":0.957823,"domain_scores_codex":[0.9999033,0.000008613881,0.000005515386,0.00002526796,0.00002399845,0.00003329549],"domain_scores_gemma":[0.9994926,0.00002042089,0.000135531,0.0000204477,0.0001816201,0.0001493851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006744049,0.00002484736,0.9901745,0.00002925716,0.00003884211,0.0003348447,0.0005525483,0.0001554806,0.00167035,0.00006877405,0.001030834,0.005852317],"study_design_scores_gemma":[4.620312e-7,0.0000031334,0.9994143,0.000003202868,0.000001056173,0.00002301708,0.0001403012,0.00002764701,0.000009309751,0.000001952798,0.0003749197,6.173946e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924591,0.0003988624,0.00004686457,0.0001756045,0.00001563529,0.00001857144,0.002291078,0.00001083314,0.004583455],"genre_scores_gemma":[0.9962212,0.0002053198,0.0000731255,0.00003972929,0.000005270923,0.000007867341,0.0008697758,0.000003472182,0.002574268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291983,"threshold_uncertainty_score":0.2599182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316659944123642,"score_gpt":0.2368887180820751,"score_spread":0.2137221186408387,"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."}}