{"id":"W2062448283","doi":"10.1145/2212776.2212383","title":"FlexCam","year":2012,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Arizona State University","keywords":"Computer science; Computer graphics (images); Computer vision; Artificial intelligence; Three-CCD camera; Flexibility (engineering); Camera module; Software; Video camera; Photography; Camera auto-calibration; Camera resectioning; Art","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":[0.0004362192,0.001039119,0.0006127885,0.00122079,0.0005820328,0.001692127,0.001965935,0.0009882367,0.1802102],"category_scores_gemma":[0.001782809,0.0004956535,0.0003886909,0.0006832516,0.0003209273,0.001998593,0.002048585,0.0006629893,0.04537309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384569,"about_ca_system_score_gemma":0.0007982962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743707,"about_ca_topic_score_gemma":0.00250232,"domain_scores_codex":[0.9995357,0.00002349242,0.00002416215,0.0001181363,0.0002515356,0.00004700678],"domain_scores_gemma":[0.9993205,0.0001042806,0.00002612054,0.000131032,0.0003210586,0.00009707596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008361691,0.0001327026,0.001885915,0.0007934097,0.00004248106,0.0005350308,0.0002983206,0.0007165343,0.04044671,0.00986046,0.417969,0.5264832],"study_design_scores_gemma":[0.0001716367,0.0003934998,0.005448076,0.0001904596,0.00006431547,0.002059667,0.0002107078,0.01043922,0.03812061,0.003131858,0.9396392,0.0001308205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0388071,0.003029786,0.3011352,0.001259185,0.001890566,0.002242339,0.02880693,0.1127391,0.5100898],"genre_scores_gemma":[0.2162227,0.002614546,0.2426282,0.003115457,0.0004908225,0.002084789,0.0483772,0.009073962,0.4753923],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1802102,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377755070374632,"score_gpt":0.2590128571485087,"score_spread":0.2452353064447624,"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."}}