{"id":"W2268117988","doi":"10.1201/9781003059325-14","title":"Casual Authoring using a Video Navigation History","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Casual; Computer science; Computer graphics (images); Multimedia; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002242897,0.0001186835,0.0001769151,0.00009436026,0.000207943,0.00001445775,0.0003660064,0.0004539972,0.002999487],"category_scores_gemma":[0.0001010577,0.0001358959,0.00007415374,0.00002512143,0.0003325743,0.00007047151,0.0001186593,0.0004294141,0.0002797532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000869125,"about_ca_system_score_gemma":0.0004071303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297871,"about_ca_topic_score_gemma":0.0007934681,"domain_scores_codex":[0.9991745,0.00004184265,0.0002011935,0.0002056454,0.0002489206,0.0001279465],"domain_scores_gemma":[0.9993107,0.00008084979,0.0001616976,0.0002766834,0.00007522167,0.00009484216],"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":[0.000001672882,0.000002726281,0.000004915372,0.000006229685,0.00001276966,0.00000492697,0.002630863,3.044518e-7,0.00005908127,0.9831496,0.003755305,0.01037153],"study_design_scores_gemma":[0.00005857437,0.00000633133,0.000001148411,0.00004152229,0.00001860551,0.000001087169,0.0002414169,0.0003618656,0.000006186013,0.01095188,0.9881609,0.0001504821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000028631,0.0006459732,0.0004360376,0.002290461,0.0004937237,0.0001760635,0.000001828361,0.000394471,0.9955328],"genre_scores_gemma":[0.02849077,0.0003232349,0.009041225,0.0006917057,0.0005543664,0.000009254638,0.00003862803,0.00005247746,0.9607983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9844056,"threshold_uncertainty_score":0.9979119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675879772954617,"score_gpt":0.3514250184908738,"score_spread":0.1838370411954121,"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."}}