{"id":"W4388407686","doi":"10.1109/mcg.2023.3322888","title":"JNZNBRK: Physical Experiments in Light, Modulation, and Substrate","year":2023,"lang":"en","type":"article","venue":"IEEE Computer Graphics and Applications","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Computer science; Process (computing); Human–computer interaction; Multimedia; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009214162,0.00009034522,0.0001000227,0.0001955305,0.000123922,0.0001815648,0.0002213968,0.00003030572,4.338333e-7],"category_scores_gemma":[9.553927e-7,0.00008945551,0.00001964509,0.0008737704,0.00004181044,0.0002112584,0.0001124055,0.00006110479,0.00001540036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000424199,"about_ca_system_score_gemma":0.00001150942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006444018,"about_ca_topic_score_gemma":0.000005226809,"domain_scores_codex":[0.9992713,0.00001848975,0.0001470058,0.0003126321,0.0001123099,0.0001382067],"domain_scores_gemma":[0.999541,0.00003584967,0.0000396137,0.0002671282,0.00003924201,0.00007713991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.442146e-7,0.00009256833,0.00222497,0.00001221347,0.000009035581,0.000002046081,0.0005518708,0.0002513858,0.0005011078,0.9839649,0.001020697,0.01136875],"study_design_scores_gemma":[0.0001857692,0.00001366287,0.02125197,0.000007562949,0.000002229563,0.000002088637,0.00001015104,0.9453207,0.0002064133,0.02539715,0.007480721,0.0001216036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1295781,0.00003517114,0.8691737,0.0006696531,0.00006393781,0.0001911087,0.000007833228,0.0001627496,0.0001177251],"genre_scores_gemma":[0.9972407,0.0001591444,0.00207935,0.0002810193,0.000103546,0.00006133837,0.0000269776,0.000006980868,0.00004094986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9585677,"threshold_uncertainty_score":0.3647889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156367383214121,"score_gpt":0.3138259730363535,"score_spread":0.2822622992042123,"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."}}