{"id":"W4398801729","doi":"10.7910/dvn/v1rjpf/4uwiah","title":"iqa20150726_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":"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":[0.001630222,0.00355599,0.002452431,0.00544193,0.001468342,0.00561113,0.005164808,0.004014057,0.3075537],"category_scores_gemma":[0.0112685,0.001240258,0.002149852,0.009811165,0.0009328809,0.003271623,0.004219387,0.002650922,0.3544125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243971,"about_ca_system_score_gemma":0.002926852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03424332,"about_ca_topic_score_gemma":0.05111731,"domain_scores_codex":[0.9985807,0.0002895389,0.0001410718,0.0004449304,0.0002533557,0.0002904443],"domain_scores_gemma":[0.9962676,0.001150006,0.0003098202,0.0009196524,0.0009154749,0.0004374447],"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":[0.00003193087,0.000008065494,0.0001648127,0.0005019819,0.00002022254,0.000006651878,0.00001469007,0.0001142694,0.00003832498,0.0003568231,0.9980661,0.0006762768],"study_design_scores_gemma":[0.0003366082,0.00001994605,0.001316724,0.0004303226,0.00003449206,0.00002846717,0.0000785668,0.0002993453,0.0002174882,0.002262369,0.9949381,0.00003749497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002747077,0.00005037622,0.00002990234,0.00008148213,0.0000296773,0.000005490393,0.9987306,0.0004119482,0.0006330222],"genre_scores_gemma":[0.0002152811,0.00006443116,0.0001470918,0.0001002333,0.00001533852,0.00005401821,0.9984046,0.0002116393,0.0007873921],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6924462,"threshold_uncertainty_score":0.9876906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626901519736277,"score_gpt":0.2574155534201433,"score_spread":0.2311465382227806,"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."}}