{"id":"W4235068625","doi":"10.1515/iupac.68.0072","title":"Exit Channel","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Computer science; Channel (broadcasting); Linguistics; Philosophy; Mathematics; Telecommunications","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001356383,0.000306131,0.0002889545,0.00003274007,0.00005098134,0.00001920418,0.0004375534,0.0002878853,0.02736923],"category_scores_gemma":[0.0001527435,0.0002399771,0.0001086455,0.0001753593,0.00013811,0.00006209918,0.0003430741,0.0003341023,0.0000240606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471664,"about_ca_system_score_gemma":0.00002735622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005339823,"about_ca_topic_score_gemma":0.00004205183,"domain_scores_codex":[0.9983035,0.000007710609,0.0002323288,0.0004162824,0.0006755294,0.0003646916],"domain_scores_gemma":[0.999145,0.00003263312,0.00008235411,0.0005340211,0.00001414158,0.0001917992],"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":[0.00001758179,0.00005947141,0.000001315978,0.00005049043,0.00001478982,0.00002700153,0.000002293761,0.00003165613,0.001142693,1.932039e-7,0.9980593,0.0005932438],"study_design_scores_gemma":[0.0002734851,0.00002111604,0.000004749843,0.0001230228,0.0000252335,0.00001190195,0.000002914518,0.00001679816,0.002369095,0.00009146072,0.9967186,0.0003416311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001892208,0.00008542948,0.0001128335,0.000195578,0.0002207748,0.00007255821,0.9983972,0.00005811334,0.0006683346],"genre_scores_gemma":[0.00008288516,0.0004040158,0.00002113919,0.0001244187,0.0005340158,0.000009459383,0.9979243,0.00002361728,0.0008762067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02734517,"threshold_uncertainty_score":0.9785984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280465120336503,"score_gpt":0.322103475860189,"score_spread":0.3148230107398525,"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."}}