{"id":"W2245553218","doi":"10.1145/2815585.2817810","title":"BitDrones","year":2015,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Human–computer interaction; Computer graphics (images); Multimedia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004304899,0.00002799841,0.00002811459,0.00002317556,0.00001311885,0.00002928141,0.0002249494,0.000008165765,0.00002588357],"category_scores_gemma":[0.00001455048,0.00002112504,0.00001477916,0.00006995111,0.000006030755,0.0003693176,0.0000697475,0.00002055554,0.001105256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009769593,"about_ca_system_score_gemma":0.00001995438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002075737,"about_ca_topic_score_gemma":0.000001305999,"domain_scores_codex":[0.9997387,0.000008640506,0.00003255688,0.00008024571,0.00006683989,0.00007303135],"domain_scores_gemma":[0.9997398,0.000009384391,0.000008608617,0.0001297015,0.00006647067,0.00004608823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003675789,0.00004003437,0.0008976821,8.477504e-7,0.000008890781,0.00001228867,0.0009279823,0.000006725098,0.01037079,0.8188819,0.1661884,0.002660787],"study_design_scores_gemma":[0.001193319,0.0005004971,0.01858298,0.0000124199,0.000005441505,0.00009322263,0.001471535,0.03290708,0.435959,0.03833353,0.4703187,0.0006222468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006064912,0.00001994439,0.6549888,0.001167987,0.0003624123,0.00001962616,1.093171e-7,0.00001990428,0.3373563],"genre_scores_gemma":[0.9876984,4.795614e-7,0.006545897,0.001292988,0.00002667126,0.00000140696,3.245043e-7,0.00000130473,0.004432492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9816335,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235717574348682,"score_gpt":0.2707235150949017,"score_spread":0.2283663393514148,"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."}}