{"id":"W4398996843","doi":"10.7910/dvn/v1rjpf/uqfw2c","title":"mea20151112_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":["insufficient_payload"],"category_scores_codex":[0.001388741,0.003517523,0.002313192,0.005343023,0.001309071,0.005224679,0.004918327,0.003889764,0.3048517],"category_scores_gemma":[0.01051149,0.001233287,0.001960878,0.009450009,0.0008518342,0.00323407,0.003839761,0.002486717,0.3460622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274519,"about_ca_system_score_gemma":0.002649682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03190615,"about_ca_topic_score_gemma":0.04866089,"domain_scores_codex":[0.998799,0.0002400154,0.0001175827,0.0003946766,0.000217139,0.0002314574],"domain_scores_gemma":[0.9966821,0.001069925,0.0002713011,0.0008357436,0.0007424267,0.0003984475],"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":[0.00003494529,0.000007511898,0.0001828662,0.0005186229,0.00002311042,0.000007893813,0.00001469967,0.0001351174,0.00004030859,0.0004048647,0.9979007,0.0007292693],"study_design_scores_gemma":[0.0002934035,0.00001644692,0.001195736,0.0003745571,0.00003182541,0.00002736192,0.00006536261,0.0002900726,0.0002202675,0.002189774,0.9952591,0.00003612235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002769376,0.00004625067,0.00003275631,0.00007753059,0.00002608099,0.000004628576,0.9987279,0.0004567592,0.0006004677],"genre_scores_gemma":[0.0002420063,0.00006470481,0.0001557158,0.00009545741,0.00001445078,0.00005175309,0.9983095,0.0002605702,0.0008059559],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6951483,"threshold_uncertainty_score":0.9915447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844744446727411,"score_gpt":0.257840632067607,"score_spread":0.2293931876003329,"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."}}