{"id":"W106801723","doi":"10.1007/978-3-319-05290-8_5","title":"Fundamental Concepts in Video","year":2014,"lang":"en","type":"book-chapter","venue":"Texts in computer science","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.0002771346,0.0009530071,0.0004210887,0.001650327,0.0007896075,0.00229348,0.0009209974,0.0009522017,0.02714323],"category_scores_gemma":[0.0007848518,0.0002981656,0.0002660308,0.001420807,0.002169807,0.00379934,0.000952066,0.001958095,0.008050846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390786,"about_ca_system_score_gemma":0.0007361542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235949,"about_ca_topic_score_gemma":0.001221278,"domain_scores_codex":[0.9997361,0.00003793021,0.00001115972,0.00004752118,0.0001395535,0.00002770654],"domain_scores_gemma":[0.9998173,0.00007100551,0.000009927269,0.00002581308,0.00005783755,0.00001816657],"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":[0.000006268005,0.000009728743,0.00001540765,0.0001161218,0.0000021707,0.00002925561,0.0001907429,0.0003925364,0.0009594978,0.8878968,0.0388102,0.07157131],"study_design_scores_gemma":[0.000005153055,0.00001662635,0.0001025352,0.0002181874,0.000004340251,0.0001810753,0.0001084007,0.002214644,0.001458175,0.3435214,0.6521567,0.00001278327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002411992,0.03953001,0.1177735,0.002362141,0.002980399,0.00006340937,0.0003230079,0.0004306909,0.8341249],"genre_scores_gemma":[0.07375654,0.05302242,0.05474852,0.001301705,0.004477764,0.0002391948,0.0006346997,0.0005534766,0.8112656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02714323,"threshold_uncertainty_score":0.09080321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493086223375829,"score_gpt":0.2643809119534092,"score_spread":0.2494500497196509,"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."}}