{"id":"W4398957160","doi":"10.7910/dvn/v1rjpf/bz6lbj","title":"ykc20160625_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Environmental science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000474672,0.001049654,0.001061218,0.0004570455,0.0002125587,0.0003170165,0.002637332,0.0007374926,0.8076602],"category_scores_gemma":[0.001091277,0.00109316,0.0003616805,0.0006446535,0.0003059956,0.0006887098,0.002029086,0.00148219,0.9996684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355925,"about_ca_system_score_gemma":0.000528516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006727063,"about_ca_topic_score_gemma":0.0002819849,"domain_scores_codex":[0.9950453,0.0003120581,0.0007995121,0.001573203,0.001262668,0.001007259],"domain_scores_gemma":[0.9945033,0.0001476498,0.0006435122,0.0037631,0.0001511341,0.0007913528],"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":[0.0001875536,0.0001572792,0.000002205627,0.0002678735,0.0003034239,0.001172973,0.00002002406,0.000002952718,0.0001278561,0.00003585265,0.9976344,0.00008764076],"study_design_scores_gemma":[0.001048537,0.0000914655,0.00001305737,0.0001524739,0.0006350607,0.00006639632,0.00004678064,0.00001695704,0.00004889309,0.00002135948,0.9966903,0.001168763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001412757,1.342767e-7,0.00001202113,0.000002214937,0.001437671,0.0006976436,0.9964855,0.0005311238,0.0008322475],"genre_scores_gemma":[0.000001139757,0.0002531921,0.0004391601,0.001347785,0.001389925,0.00008420685,0.9955888,0.0002701581,0.0006255664],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1920082,"threshold_uncertainty_score":0.9991519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448858850477659,"score_gpt":0.2544099149440247,"score_spread":0.2299213264392481,"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."}}