{"id":"W4412537935","doi":"10.2110/palo.2024.035","title":"THE NEOICHNOLOGY OF A SEMI-TERRESTRIAL FISH: MUDSKIPPER TRACKWAYS IN MUD-DOMINATED AND SAND-DOMINATED SUBSTRATES","year":2025,"lang":"en","type":"article","venue":"Palaios","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Fish <Actinopterygii>; Paleontology; Trace fossil; Fishery; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077762,0.0001155863,0.0001948808,0.00005840775,0.0001722454,0.00001204938,0.0001936274,0.0001035893,0.0001387315],"category_scores_gemma":[0.0001900782,0.00008569017,0.0000278024,0.0003012634,0.0005786733,0.00006434206,0.0002347411,0.0001390588,0.00001775656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003315511,"about_ca_system_score_gemma":0.000006630013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796073,"about_ca_topic_score_gemma":0.006975397,"domain_scores_codex":[0.9991109,0.00007958989,0.0002495416,0.0002312098,0.00007210796,0.0002566043],"domain_scores_gemma":[0.9994276,0.0003243711,0.00006839941,0.0001568236,0.000004478446,0.00001838088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003713653,0.000184765,0.9526659,0.00003201613,0.000112703,0.00002842827,0.0007288418,0.0001143172,0.003495974,0.001153479,0.03395709,0.00715517],"study_design_scores_gemma":[0.001863682,0.00007861489,0.9841806,0.00002333498,0.00003615378,0.0000015997,0.0005606615,0.0008599033,0.005394464,0.002854669,0.004030047,0.0001163098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807999,0.0001007905,0.000009335053,0.003204285,0.0001753332,0.0003256926,0.000003126136,0.00002180223,0.01535974],"genre_scores_gemma":[0.9985477,0.0003238065,0.00002218925,0.0002743328,0.000006391245,0.00005223936,0.000002956949,0.000004145499,0.0007662404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151471,"threshold_uncertainty_score":0.3892435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006033024685956805,"score_gpt":0.2210780392103479,"score_spread":0.2150450145243911,"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."}}