{"id":"W4406285009","doi":"10.1080/10420940.2025.2450591","title":"The role of neoichnology in environmental geoscience","year":2025,"lang":"en","type":"article","venue":"Ichnos/Ichnos : an international journal for plant and animal traces","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Baseline (sea); Natural (archaeology); Human health; Earth science; Environmental resource management; Environmental science; Ecosystem; Field (mathematics); Environmental planning; Geography; Geology; Ecology; Environmental health; Oceanography; Archaeology; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003119122,0.0003678164,0.0004872441,0.002738904,0.001437378,0.004984916,0.0008199376,0.0005171051,0.003637032],"category_scores_gemma":[0.01053703,0.0002021181,0.0002639209,0.00488423,0.008591068,0.007199634,0.004258025,0.001750379,0.0004284073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716579,"about_ca_system_score_gemma":0.003712175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0214544,"about_ca_topic_score_gemma":0.02551919,"domain_scores_codex":[0.9991763,0.0003632294,0.00006544844,0.0001463955,0.0001740506,0.0000745679],"domain_scores_gemma":[0.9914294,0.002971563,0.001023963,0.001304119,0.002345793,0.0009251679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001314866,0.00003783001,0.06319532,0.0006637269,0.0000641627,0.0002989791,0.003326085,0.007390403,0.000946354,0.5851472,0.007154128,0.3316444],"study_design_scores_gemma":[0.00001148717,0.00007683573,0.08558979,0.001190435,0.00003458974,0.0003704959,0.006785242,0.008014596,0.0007952392,0.5348288,0.3621776,0.0001248833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2794248,0.1131341,0.1403382,0.06244857,0.004698065,0.0002595201,0.002201621,0.0007227237,0.3967724],"genre_scores_gemma":[0.8820235,0.04194279,0.0596903,0.002119034,0.001420457,0.0001369487,0.0005083949,0.0003501435,0.01180843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0214544,"threshold_uncertainty_score":0.04265904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006617498791731165,"score_gpt":0.2209616320975634,"score_spread":0.2143441333058323,"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."}}