{"id":"W2073083124","doi":"10.2113/gsjfr.42.3.187","title":"SHORT-TERM MONITORING OF HALIFAX HARBOUR (NOVA SCOTIA, CANADA) POLLUTION REMEDIATION USING BENTHONIC FORAMINIFERA AS PROXIES","year":2012,"lang":"en","type":"article","venue":"The Journal of Foraminiferal Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Foraminifera; Citation; Oceanography; Harbour; Library science; Icon; Geography; History; Archaeology; Geology; Computer science","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":[0.0002548601,0.0003444361,0.0002656732,0.001281564,0.001049664,0.0007664122,0.0003589749,0.0002815067,0.001187727],"category_scores_gemma":[0.0005916897,0.0001719556,0.0001758742,0.002085237,0.0003470913,0.0002738415,0.0004652062,0.0002325041,0.0004014096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006196968,"about_ca_system_score_gemma":0.007325015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746745,"about_ca_topic_score_gemma":0.9913759,"domain_scores_codex":[0.9998081,0.000009490265,0.00001103241,0.0000309296,0.00011436,0.00002600212],"domain_scores_gemma":[0.9988105,0.00004779647,0.0001326731,0.00002393416,0.0008515982,0.0001335494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005199619,0.00004924785,0.8943579,0.0004583762,0.0002527609,0.0004168537,0.001235226,0.001662549,0.02184038,0.0001894074,0.01651708,0.06250022],"study_design_scores_gemma":[0.000009165605,0.0000209782,0.9928192,0.00003444112,0.00002136203,0.00003039279,0.0003731412,0.0003208657,0.00109235,0.00001200033,0.005254921,0.00001111295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548182,0.005174147,0.0006442149,0.0007647936,0.00005932593,0.00008390412,0.02146102,0.0001032194,0.01689111],"genre_scores_gemma":[0.9737816,0.00328053,0.001327902,0.0002209271,0.00001368396,0.00004210753,0.008325942,0.00002298579,0.01298415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532554,"threshold_uncertainty_score":0.05094934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185595089280769,"score_gpt":0.3660956592050489,"score_spread":0.247536150276972,"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."}}