{"id":"W4394545638","doi":"10.6084/m9.figshare.12893927","title":"ROE data - Hybrid vs Wild","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Biology","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","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.00008929313,0.0004050947,0.0005377929,0.0001621019,0.0001048965,0.0008800286,0.01914296,0.0001438356,0.09142374],"category_scores_gemma":[0.002117741,0.0003916682,0.0001130673,0.0006130604,0.000007128597,0.001325777,0.01347558,0.000647141,0.126578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004072814,"about_ca_system_score_gemma":0.0003357579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005104694,"about_ca_topic_score_gemma":0.00005995714,"domain_scores_codex":[0.9967732,0.00008975857,0.0003747176,0.001594548,0.0007541609,0.0004135995],"domain_scores_gemma":[0.9908097,0.0001531334,0.0003473669,0.008330551,0.00008478839,0.0002744532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001254464,0.00001924507,8.833126e-8,0.0001756701,0.00006649722,0.0004032098,0.00000208951,0.000001877721,6.710419e-8,0.000001428769,0.9982405,0.00108804],"study_design_scores_gemma":[0.00008669068,0.00002672032,0.000005828485,0.0006477314,0.00004460619,0.00002687907,4.413361e-7,0.004394931,0.000006938044,0.00001123651,0.9943141,0.0004338919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[2.4981e-9,0.0001826293,0.0001070603,0.000555362,0.0001851383,0.0001683887,0.9985218,0.0001882234,0.00009137358],"genre_scores_gemma":[3.743852e-7,0.00001847289,0.0009311619,0.00307432,0.0005352327,0.0000513479,0.9952792,0.00002046947,0.00008942144],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0351543,"threshold_uncertainty_score":0.9998535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08448651191124243,"score_gpt":0.2898183963050388,"score_spread":0.2053318843937963,"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."}}