{"id":"W4398955416","doi":"10.7910/dvn/v1rjpf/4kmdbw","title":"snk20150615_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":[0.001544203,0.003838618,0.002638164,0.005232169,0.001460753,0.005203011,0.005138451,0.00409807,0.297675],"category_scores_gemma":[0.01006995,0.001279293,0.002080198,0.00901057,0.0009327244,0.003293283,0.004063641,0.002476295,0.3706631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235986,"about_ca_system_score_gemma":0.002938505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03072586,"about_ca_topic_score_gemma":0.04914507,"domain_scores_codex":[0.9985876,0.0002736937,0.0001426063,0.0004575951,0.000258217,0.000280379],"domain_scores_gemma":[0.9965491,0.00110418,0.0002811629,0.0008428071,0.000813002,0.0004095549],"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":[0.00003492499,0.000008177761,0.000182756,0.0005200276,0.00002150698,0.000008032954,0.00001444038,0.0001181535,0.00004137008,0.0003181799,0.9980851,0.000647374],"study_design_scores_gemma":[0.0003491005,0.00002177146,0.001366634,0.0004208366,0.00003848545,0.00003668695,0.00007551645,0.0003407964,0.0002618548,0.002196217,0.9948515,0.00004065288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000323462,0.00005068435,0.00003320821,0.00007371014,0.00003138078,0.000005459026,0.9987242,0.0004529956,0.0005959157],"genre_scores_gemma":[0.0002074379,0.00005712707,0.0001258,0.00008541728,0.00001376438,0.00004983158,0.9984504,0.0002138213,0.0007963836],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.702325,"threshold_uncertainty_score":0.9958221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266409686697364,"score_gpt":0.2579646388402683,"score_spread":0.2313236701705319,"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."}}