{"id":"W2928466079","doi":"10.2110/palo.2018.040","title":"BIORESUSPENSION BEHAVIORS OF THE GOBIID, <i>VALENCIENNEA PUELLARIS,</i> AND THE BIOGENIC SEDIMENTARY STRUCTURES IT PRODUCES","year":2019,"lang":"en","type":"article","venue":"Palaios","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Citation; Icon; Download; History; Library science; Geology; Archaeology; Art history; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006717792,0.0000957608,0.0001494075,0.0000332233,0.0001998556,0.00001422063,0.000335632,0.00008575501,0.002050514],"category_scores_gemma":[0.00005776541,0.00004237074,0.00005635735,0.0001466074,0.0005999446,0.00004948016,0.00008641171,0.000190195,0.00007621173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001694852,"about_ca_system_score_gemma":0.00003811761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333352,"about_ca_topic_score_gemma":0.001681057,"domain_scores_codex":[0.9989995,0.0002067143,0.0001627214,0.0002306445,0.0001676069,0.0002328417],"domain_scores_gemma":[0.9993189,0.0002426945,0.0000792689,0.0002881929,0.00002924334,0.00004173235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025585,0.000006258252,0.9969096,0.00001244415,0.0000176851,8.974175e-7,0.0001449586,0.00001636757,0.000624397,0.00006430039,0.0008874089,0.001213128],"study_design_scores_gemma":[0.0004454833,0.00008155171,0.9943768,0.000004718418,0.00002493909,0.00001864894,0.0001663721,0.000179925,0.002514785,0.0004695538,0.001652607,0.00006460465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994634,0.0006292987,6.45755e-8,0.002370327,0.0004496926,0.0004933539,0.00002219642,0.000007099291,0.001393949],"genre_scores_gemma":[0.9988275,0.0001599024,0.00001602014,0.0004833642,0.00004270564,0.000001673305,0.0000221923,0.000001770848,0.0004448481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004193504,"threshold_uncertainty_score":0.9988617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005990553273302139,"score_gpt":0.198007502251943,"score_spread":0.1920169489786409,"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."}}