{"id":"W6901789645","doi":"10.6073/pasta/cc9c9987c5c6cfe8a80a2e15869fa2bd","title":"Santa Barbara Coastal site, station Mohawk Reef, Santa Barbara Channel, study of animal density of Phanerodon furcatus in units of numberPerMeterSquared on a yearly timescale","year":2013,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mohawk; Metis; Shore","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008562704,0.001128754,0.001970827,0.0009743813,0.00008753202,0.00003642869,0.001842497,0.0005260409,0.0014554],"category_scores_gemma":[0.0003421848,0.001233705,0.0001256017,0.0009206562,0.0008794119,0.001494558,0.002468232,0.001082873,0.001168613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555805,"about_ca_system_score_gemma":0.0001518515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009382571,"about_ca_topic_score_gemma":0.005146517,"domain_scores_codex":[0.9917578,0.001694598,0.002017631,0.001768371,0.002008893,0.0007527704],"domain_scores_gemma":[0.9932671,0.000580791,0.002578675,0.003231515,0.00009217987,0.0002497146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006153989,0.01705289,0.01193459,0.0004278359,0.001059436,0.0002251208,0.007422884,0.00007396071,0.05504993,7.708459e-7,0.9003428,0.0002557691],"study_design_scores_gemma":[0.01627494,0.02728423,0.8720114,0.001714743,0.001907862,0.00004659416,0.03517592,0.0008430994,0.03628136,0.0000176508,0.005313393,0.003128875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4880414,0.00005149341,0.00000221887,0.000001341276,0.00007015468,0.001608764,0.5101672,0.00001386694,0.00004353347],"genre_scores_gemma":[0.4893795,0.0001134517,0.000043018,0.00001908635,0.00003841638,0.00005058982,0.5102491,0.0001011802,0.000005685574],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8950294,"threshold_uncertainty_score":0.9996091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05821314685127327,"score_gpt":0.2824017557400469,"score_spread":0.2241886088887736,"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."}}