{"id":"W7025030181","doi":"","title":"University News Bulletin Volume 28 Issue 18, May 3, 1984","year":2018,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities","keywords":"Nothing; Volume (thermodynamics); Editorial board","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.0000365955,0.0002913238,0.0004026997,0.0002061434,0.00009967938,0.000006254815,0.001710052,0.0005076224,0.01300676],"category_scores_gemma":[0.00003115044,0.000318252,0.0001720369,0.0003236182,0.0006198649,0.00004373235,0.0005213959,0.0003617239,0.003602862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307583,"about_ca_system_score_gemma":0.0000076878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008633901,"about_ca_topic_score_gemma":0.0002043027,"domain_scores_codex":[0.9990678,0.00002883104,0.00008941021,0.0002927324,0.0001906484,0.0003305226],"domain_scores_gemma":[0.9986697,0.0000455986,0.0001373687,0.001033629,0.00004290692,0.00007079729],"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":[0.00002078191,0.00001048466,0.00002997182,0.00008650084,0.000112111,0.00003349987,0.00005870335,0.0000994399,0.007259425,0.00007884747,0.9912386,0.0009716141],"study_design_scores_gemma":[0.0003074896,0.00002769759,0.0001456682,0.00006298536,0.000111899,0.000004065857,0.001372669,0.0001079162,0.000612663,0.000101122,0.9968102,0.0003356073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003936571,0.0009383772,0.003180053,0.003691338,0.0005315411,0.000446047,0.000206898,0.003414605,0.9836546],"genre_scores_gemma":[0.0281265,0.001296085,0.004901636,0.00001910334,0.0002277495,5.316694e-8,0.00002605215,0.0002039061,0.9651989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02418992,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009451983397858566,"score_gpt":0.1875722571057289,"score_spread":0.1781202737078703,"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."}}