{"id":"W4398506823","doi":"10.7910/dvn/8qpl75/mhpk0f","title":"talo20140416_03.txt.gz","year":2021,"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":"Mathematics","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":[0.001494277,0.003743883,0.00248093,0.005534595,0.001617656,0.005863006,0.005109156,0.004138851,0.3074068],"category_scores_gemma":[0.00984775,0.001252594,0.001951523,0.009486568,0.0009583913,0.003185088,0.004068112,0.002583675,0.3676573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391144,"about_ca_system_score_gemma":0.002804089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934216,"about_ca_topic_score_gemma":0.04447132,"domain_scores_codex":[0.9987418,0.0002493885,0.0001247716,0.0003983399,0.0002261923,0.0002595061],"domain_scores_gemma":[0.9967958,0.001077543,0.0002581647,0.0007583963,0.0007096299,0.0004004491],"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":[0.00003607272,0.000009781126,0.0001632587,0.0005151847,0.00001827846,0.000008493291,0.00001808692,0.0001101325,0.00004800813,0.0003530675,0.9980966,0.000623044],"study_design_scores_gemma":[0.0003413072,0.00001900924,0.001043368,0.0003364081,0.00003007539,0.0000254984,0.00008455654,0.000279694,0.000235612,0.001828765,0.9957414,0.00003433342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000358114,0.00004604062,0.00003508296,0.00008484448,0.00002899705,0.000006331778,0.9985404,0.0005297837,0.0006927502],"genre_scores_gemma":[0.0002441697,0.0000593385,0.0001484399,0.00009413599,0.00001458253,0.00006606608,0.9981992,0.0002796098,0.0008945196],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6925932,"threshold_uncertainty_score":0.9879001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951820602369516,"score_gpt":0.2549643091259867,"score_spread":0.2354461031022916,"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."}}