{"id":"W7105993588","doi":"10.7939/83367","title":"Interactions between organisms, sediment, and microbial communities in coastal environments","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioturbation; Trace fossil; Benthic zone; Ecosystem; Ichnology; Habitat; Ecosystem engineer; Biota; Intertidal zone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001373873,0.0001999036,0.0001364517,0.0004381184,0.0006723544,0.001480818,0.0001627941,0.0002100122,0.001154525],"category_scores_gemma":[0.0001931036,0.0001469003,0.0001353242,0.0006256573,0.0007026236,0.0006129739,0.0008939919,0.0003347528,0.0002035015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297266,"about_ca_system_score_gemma":0.0005299713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002676859,"about_ca_topic_score_gemma":0.01296093,"domain_scores_codex":[0.9999115,0.00001805053,0.000004208411,0.00002979267,0.00001979327,0.00001664106],"domain_scores_gemma":[0.9999082,0.00002604916,0.00002690836,0.00000488347,0.00001542592,0.00001851963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336451,0.0002066178,0.4187544,0.001825794,0.0001681884,0.001386914,0.03356152,0.005952618,0.1043411,0.05052092,0.006752918,0.3763953],"study_design_scores_gemma":[0.000005291646,0.0001964414,0.8935797,0.0004937705,0.00009533219,0.0003929489,0.0170086,0.00116654,0.005130363,0.01661657,0.06526293,0.00005148071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585682,0.01103936,0.002457462,0.0007872913,0.00004686878,0.000022699,0.0002502441,0.00002380702,0.026804],"genre_scores_gemma":[0.9676991,0.01384891,0.005441783,0.0002512276,0.00006647359,0.00004292557,0.0002138976,0.00001182383,0.01242387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002676859,"threshold_uncertainty_score":0.005322516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008979096368247468,"score_gpt":0.1738109894256048,"score_spread":0.1648318930573573,"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."}}