{"id":"W4398454971","doi":"10.7910/dvn/8qpl75/ocxxeb","title":"pen20121022_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":"Computer 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":[0.001560494,0.003921285,0.002615833,0.00510464,0.001529449,0.005687832,0.00553067,0.004476624,0.3311087],"category_scores_gemma":[0.01084745,0.001317696,0.001876314,0.008937794,0.000918804,0.003195888,0.004089234,0.002675429,0.4086925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396843,"about_ca_system_score_gemma":0.002854032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02948857,"about_ca_topic_score_gemma":0.04382479,"domain_scores_codex":[0.9985952,0.0002890754,0.0001347524,0.000450692,0.0002550033,0.0002753097],"domain_scores_gemma":[0.9965094,0.001204609,0.0002567276,0.0008816378,0.0007354065,0.0004121602],"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":[0.0000310676,0.000008803326,0.0001410756,0.0004562215,0.00001648697,0.000007642162,0.00001380819,0.0001122723,0.00003808773,0.0003195446,0.9982105,0.0006443698],"study_design_scores_gemma":[0.0003077242,0.00001747241,0.0009757063,0.0003477169,0.00002643655,0.00002580588,0.0000649045,0.0003078454,0.0002436019,0.001930987,0.9957157,0.00003615857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002847027,0.00004498625,0.00003910009,0.00008160833,0.00002730892,0.000006183029,0.9985113,0.0005722723,0.0006888997],"genre_scores_gemma":[0.0002229976,0.00006008816,0.0001623749,0.00009785778,0.00001324643,0.00006647666,0.9981177,0.0003139987,0.0009452267],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6688913,"threshold_uncertainty_score":0.9540923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284151834804148,"score_gpt":0.2619515630116203,"score_spread":0.2391100446635788,"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."}}