{"id":"W4398832211","doi":"10.7910/dvn/v1rjpf/xukf8m","title":"iqa20160727_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":[0.001630459,0.003542074,0.002482193,0.005407903,0.001456228,0.005609927,0.005238586,0.00401545,0.3064131],"category_scores_gemma":[0.0112785,0.001247749,0.00217617,0.009731163,0.0009198568,0.003247648,0.004228781,0.002667187,0.3568511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240179,"about_ca_system_score_gemma":0.002920941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03427421,"about_ca_topic_score_gemma":0.05123892,"domain_scores_codex":[0.9985756,0.0002911841,0.0001401964,0.0004455685,0.0002543523,0.0002930269],"domain_scores_gemma":[0.9962994,0.001132445,0.0003068057,0.0009112251,0.0009161238,0.000433939],"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":[0.00003117081,0.000007909565,0.0001630507,0.0004863547,0.00002022627,0.000006448172,0.00001432994,0.0001124234,0.00003727881,0.0003523582,0.9981028,0.000665742],"study_design_scores_gemma":[0.0003325926,0.00001952382,0.001312871,0.0004269026,0.00003474089,0.00002779825,0.00007742229,0.0002984499,0.0002162222,0.002243805,0.994972,0.00003764563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002725317,0.00005043222,0.00003020241,0.00008145509,0.00003000217,0.000005362329,0.9987258,0.0004182516,0.0006310958],"genre_scores_gemma":[0.0002130636,0.00006389654,0.000147143,0.0001006201,0.00001542305,0.00005355247,0.9984047,0.0002143869,0.0007873888],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6935868,"threshold_uncertainty_score":0.9893175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424400214260038,"score_gpt":0.254331335350308,"score_spread":0.2300873332077076,"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."}}