{"id":"W4398475512","doi":"10.7910/dvn/pkjufn/7twxww","title":"FCC2001.121.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":[0.0004334593,0.0009919703,0.001026824,0.0004225086,0.0002005854,0.0003014356,0.002699747,0.0006504336,0.2416273],"category_scores_gemma":[0.001216367,0.001057291,0.0003404667,0.0007215143,0.0002707079,0.0006218056,0.001669628,0.001475224,0.9957191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153874,"about_ca_system_score_gemma":0.0004289223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007818863,"about_ca_topic_score_gemma":0.0003322573,"domain_scores_codex":[0.9952693,0.0002894881,0.0007347591,0.001515994,0.001219708,0.0009707396],"domain_scores_gemma":[0.9943312,0.0001499567,0.0005454049,0.004094877,0.0001230657,0.0007555311],"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":[0.0002002931,0.0001520523,0.000002402513,0.0002553994,0.0002640254,0.00139575,0.00002536479,0.000005698313,0.00008333288,0.0000197554,0.9975331,0.00006280303],"study_design_scores_gemma":[0.001087738,0.00008307936,0.0000119683,0.0001290774,0.0006033176,0.00006287394,0.00005892742,0.00003187342,0.00003254036,0.00001525734,0.9967806,0.001102791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001799135,7.724132e-7,0.000009027673,0.000007884502,0.00124841,0.0006400215,0.9967691,0.0004897487,0.0008331916],"genre_scores_gemma":[0.000001212525,0.0002246306,0.0004634839,0.001431283,0.00129077,0.00006095948,0.9958023,0.0002580025,0.0004672926],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7540918,"threshold_uncertainty_score":0.9991877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485687155135437,"score_gpt":0.2556966769721205,"score_spread":0.2308398054207662,"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."}}