{"id":"W4386858163","doi":"10.1109/mie.2023.3300128","title":"Prof. Gopakumar Delivers a Distinguished Lecture at New Horizon College of Engineering [Society News]","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Engineering ethics; Sociology; Media studies; Computer science; Political science; Library science; Data science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081572,0.0007187277,0.0005644487,0.001041861,0.001353866,0.00272876,0.0005808093,0.001688249,0.1864568],"category_scores_gemma":[0.002882617,0.000284996,0.0003619078,0.0008631191,0.0006202899,0.001672142,0.000895599,0.003270906,0.1402501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009166162,"about_ca_system_score_gemma":0.003011426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752861,"about_ca_topic_score_gemma":0.006141444,"domain_scores_codex":[0.9993236,0.00005965286,0.0000265093,0.0001230523,0.0003468278,0.0001203438],"domain_scores_gemma":[0.9960266,0.0002446289,0.0001602715,0.00009719482,0.001696839,0.001774405],"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":[0.000041668,0.00005823283,0.0005668521,0.0001076135,0.00000408164,0.000208166,0.00008274028,0.00004814719,0.001514444,0.002493003,0.8465438,0.1483312],"study_design_scores_gemma":[0.000007468273,0.0001167521,0.0009192385,0.00007908944,0.000006786923,0.0009923285,0.0001920469,0.0001133175,0.0009930518,0.0007463893,0.9958211,0.00001249987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006699958,0.02798311,0.005766394,0.2325783,0.05955708,0.0002101303,0.0006979263,0.001830435,0.6646767],"genre_scores_gemma":[0.01210629,0.01848677,0.001666086,0.01297193,0.005247659,0.00003175826,0.0002138394,0.0002314507,0.9490442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1864568,"threshold_uncertainty_score":0.6237602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775358003783137,"score_gpt":0.2350294351192422,"score_spread":0.2172758550814108,"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."}}