{"id":"W4398722989","doi":"10.7910/dvn/pkjufn/duzhow","title":"FCC2002.186.ran","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":"Ran; Computer science; Computer network","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004146089,0.00097345,0.0009945903,0.0002566646,0.0001967511,0.0002984153,0.002669742,0.0006330792,0.2281217],"category_scores_gemma":[0.001385587,0.001036788,0.0003342909,0.0006659009,0.0002606478,0.0006022731,0.001668685,0.001453282,0.9946447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310759,"about_ca_system_score_gemma":0.0003244183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004716431,"about_ca_topic_score_gemma":0.000303832,"domain_scores_codex":[0.9950675,0.0002802715,0.000720455,0.001480474,0.001520774,0.0009305295],"domain_scores_gemma":[0.9944427,0.0001561242,0.0005340372,0.004035788,0.0001035098,0.0007278564],"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":[0.0002000825,0.0001473963,0.000002029838,0.0002665448,0.0002504069,0.001047468,0.0000238518,0.000003742817,0.0001653228,0.00001632307,0.9977915,0.00008537976],"study_design_scores_gemma":[0.001028016,0.00008145939,0.00001221632,0.0001697476,0.0005129536,0.00005850854,0.00005532627,0.00002436138,0.00005354587,0.00001179042,0.996909,0.001083098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002386731,5.563693e-7,0.000006877781,0.000006932948,0.0009091249,0.0006210161,0.9971336,0.0004486005,0.0008709707],"genre_scores_gemma":[0.000002106539,0.0001372283,0.0003861183,0.001341055,0.001238247,0.00006072903,0.9960964,0.0002538426,0.0004842952],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7665229,"threshold_uncertainty_score":0.9992083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531764440704213,"score_gpt":0.2545194359832893,"score_spread":0.2292017915762472,"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."}}