{"id":"W2906432372","doi":"10.2110/palo.2018.045","title":"EARLY FRESHWATER DIATOMS FROM THE UPPER CRETACEOUS BATTLE FORMATION IN WESTERN CANADA","year":2018,"lang":"en","type":"article","venue":"Palaios","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Science Foundation","keywords":"Cretaceous; Geology; Battle; Paleontology; Oceanography; Archaeology; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002338452,0.00008593476,0.000101227,0.00002328438,0.0001091594,0.0001553429,0.000311876,0.00003543323,0.001369819],"category_scores_gemma":[0.00005674194,0.00004772772,0.00001980887,0.00008960818,0.00007064841,0.0002130943,0.00009949084,0.0000869062,0.001009273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006866343,"about_ca_system_score_gemma":0.00009385954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5293257,"about_ca_topic_score_gemma":0.8948234,"domain_scores_codex":[0.9988881,0.00008517144,0.0001669448,0.0001670766,0.0003582508,0.0003343968],"domain_scores_gemma":[0.9994273,0.0001530856,0.00003661019,0.0002670479,0.00005024281,0.00006569994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007872508,0.00007226904,0.8243131,0.00002568571,0.00001554486,0.00007358917,0.005697873,0.00001504835,0.1210202,0.0001240021,0.042836,0.005727971],"study_design_scores_gemma":[0.000758914,0.0000918495,0.6435342,0.00007454892,0.000008695784,0.000006003726,0.0003357896,0.001335624,0.1809685,0.0004365877,0.1721172,0.0003321168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975494,0.00006954938,0.00004739203,0.001022791,0.0003841349,0.0001374771,0.0001021464,0.0000181144,0.0006690578],"genre_scores_gemma":[0.9988853,0.000007156477,0.00006368368,0.0003395227,0.000255665,0.00002238477,0.00001265998,0.00001085771,0.0004027692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3654976,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339287831610058,"score_gpt":0.2433672269180813,"score_spread":0.2299743486019807,"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."}}