{"id":"W4398923527","doi":"10.7910/dvn/v1rjpf/u2nnnk","title":"mea20160918_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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001430095,0.003723093,0.002328521,0.005366062,0.001416194,0.005205811,0.005068917,0.00389863,0.2800185],"category_scores_gemma":[0.01025479,0.001239318,0.001962008,0.009202016,0.0008958687,0.003399954,0.003935131,0.002566763,0.3454279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333248,"about_ca_system_score_gemma":0.002727991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0331227,"about_ca_topic_score_gemma":0.0520025,"domain_scores_codex":[0.9987312,0.0002521413,0.0001206452,0.0004097316,0.000235257,0.0002510144],"domain_scores_gemma":[0.9966941,0.0009863054,0.0002612884,0.0008656128,0.0007901965,0.0004024222],"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":[0.00003115826,0.000007522779,0.0001620432,0.0004271385,0.00001998495,0.000006933667,0.00001363268,0.000117931,0.00003976556,0.0003406976,0.9981774,0.0006557728],"study_design_scores_gemma":[0.0002830615,0.00001636009,0.001197629,0.0003209416,0.00002931766,0.0000267018,0.00007001983,0.0003006423,0.0002348171,0.001988299,0.9954958,0.00003639096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003173509,0.00004858255,0.00003290057,0.00008101947,0.00002983961,0.000004833652,0.9986488,0.0005123583,0.0006100318],"genre_scores_gemma":[0.0002283021,0.00005931096,0.0001515102,0.00008607427,0.00001471596,0.00004871966,0.9983813,0.0002410063,0.0007890873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7199814,"threshold_uncertainty_score":0.9367553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640545161430907,"score_gpt":0.2547281921919921,"score_spread":0.228322740577683,"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."}}