{"id":"W6906188843","doi":"10.1669/0883-1351(2002)017<0472:ttuovr>2.0.co;2","title":"Testing the Utility of Vertebrate Remains in Recognizing Patterns in Fluvial Deposits: An Example from the Lower Horseshoe Canyon Formation, Alberta","year":2002,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Fluvial; Tetrapod (structure); Sedimentary depositional environment; Foreland basin; Vertebrate; Clastic rock; Trace fossil","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000574603,0.000187592,0.0002781221,0.00007241864,0.0003023994,0.00002321609,0.0004926964,0.0001400015,0.001097654],"category_scores_gemma":[0.0001795725,0.0001226411,0.0000488798,0.0003883174,0.0002470076,0.0003171486,0.00003662551,0.0002859934,0.00007461345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128243,"about_ca_system_score_gemma":0.00002887535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2048718,"about_ca_topic_score_gemma":0.8369574,"domain_scores_codex":[0.9978754,0.0006309128,0.0005472415,0.0003627085,0.0001456092,0.0004381562],"domain_scores_gemma":[0.9980509,0.00123426,0.0001827063,0.0004146462,0.00004859107,0.00006885277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007741357,0.00006040559,0.9889043,0.000007069548,0.00001193399,0.000009777345,0.001341186,0.00005532169,0.0004397524,0.00001287287,0.0002953696,0.008784619],"study_design_scores_gemma":[0.0004414296,0.0001326329,0.9077271,0.00005208181,0.000009926761,0.0000232156,0.0003651576,0.09021761,0.00004297878,0.0002427509,0.0005948679,0.000150272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958119,0.0007143262,0.0001166988,0.0006911211,0.0002935058,0.000294025,0.0002259254,0.00001983044,0.00183267],"genre_scores_gemma":[0.9988035,0.00004553216,0.0002618406,0.000443514,0.0001101246,0.000004223657,0.0003137031,0.000003648954,0.00001394239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6320856,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3648284296588373,"score_gpt":0.2255182416498501,"score_spread":0.1393101880089872,"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."}}