{"id":"W2246656641","doi":"10.2110/palo.2006.p06-08","title":"A NOVEL CONTEMPORARY FLUVIAL ICHNOCOENOSE: UNIONID BIVALVES AND THE <i>SCOYENIA</i> – <i>MERMIA</i> ICHNOFACIES TRANSITION","year":2006,"lang":"en","type":"article","venue":"Palaios","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ichnofacies; Fluvial; Geology; Paleontology; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002927067,0.0001353678,0.000161969,0.00004558378,0.0004168851,0.000113336,0.0001424201,0.0000700152,0.0002861735],"category_scores_gemma":[0.00002969317,0.00007792881,0.00005541253,0.0002159129,0.0004075657,0.0003601092,0.000009564626,0.0001240023,0.0001028298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001136836,"about_ca_system_score_gemma":0.00002803421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670332,"about_ca_topic_score_gemma":0.001501215,"domain_scores_codex":[0.9991661,0.00005227677,0.0002254778,0.0001698792,0.0001895011,0.0001968182],"domain_scores_gemma":[0.9995043,0.0002149137,0.00006607164,0.0001234494,0.00004247023,0.00004884028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002807413,0.0006544007,0.7336475,0.0009545518,0.0002738897,0.00004725151,0.01114102,0.02259597,0.006680761,0.1106725,0.03331396,0.07721089],"study_design_scores_gemma":[0.01023621,0.0005123859,0.5355045,0.0001195415,0.0001501385,0.0003520198,0.002440804,0.01939445,0.001709844,0.08148164,0.3466914,0.001407083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929649,0.00600576,0.003947605,0.01057091,0.000251421,0.0005990434,0.0003015964,0.0002015867,0.04847309],"genre_scores_gemma":[0.9978956,0.0001253566,0.0005854169,0.0008247507,0.0001008952,0.000005798303,0.000216615,0.000002486935,0.0002430968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3133774,"threshold_uncertainty_score":0.4036761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040262385178546,"score_gpt":0.1839060717160169,"score_spread":0.1735034478642314,"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."}}