{"id":"W4398328596","doi":"10.7910/dvn/pkjufn/cdsfg4","title":"FCC2003.024.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":[0.0004236962,0.0009900129,0.001023762,0.0004218394,0.0001928263,0.0003055711,0.002611351,0.0006480588,0.2317126],"category_scores_gemma":[0.001376136,0.001053353,0.0003178799,0.0008303818,0.0002599029,0.0006006525,0.001607813,0.001478952,0.9957646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121659,"about_ca_system_score_gemma":0.0004858679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006871061,"about_ca_topic_score_gemma":0.0004091431,"domain_scores_codex":[0.9953075,0.0002931283,0.000731528,0.00151484,0.001206757,0.0009462672],"domain_scores_gemma":[0.9944121,0.0001326402,0.0005315841,0.004056426,0.0001387508,0.0007284643],"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":[0.0002037816,0.0001441683,0.000002113217,0.0002706209,0.0002694118,0.001300435,0.0000256667,0.000003761389,0.00008945402,0.00002557696,0.9976066,0.00005839598],"study_design_scores_gemma":[0.001027651,0.00008069997,0.00001283268,0.0001330933,0.0006257378,0.00006184742,0.00005952141,0.00002186904,0.00003536035,0.00001399989,0.9968291,0.001098317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001801237,8.398713e-7,0.000008978044,0.000006634449,0.001320566,0.0006486636,0.9967101,0.000495128,0.0008072677],"genre_scores_gemma":[0.000001373433,0.0002141071,0.0004412608,0.001498349,0.001187529,0.00006208202,0.9958699,0.0002664716,0.0004589742],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.764052,"threshold_uncertainty_score":0.9991917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458939195512063,"score_gpt":0.255459348690004,"score_spread":0.2308699567348834,"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."}}