{"id":"W2784452605","doi":"10.1145/3173574.3173645","title":"TaskCam","year":2018,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Engineering and Physical Sciences Research Council","keywords":"Computer science; Studio; Focus (optics); Human–computer interaction; Interaction design; Multimedia; World Wide Web","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":[0.001178349,0.001333242,0.0007856382,0.001584753,0.001148069,0.0029408,0.002095161,0.001903925,0.2842386],"category_scores_gemma":[0.004375597,0.0008126767,0.0007718965,0.001251454,0.0005578102,0.003094137,0.003238614,0.001200122,0.1025567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000618803,"about_ca_system_score_gemma":0.001387971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265961,"about_ca_topic_score_gemma":0.003510621,"domain_scores_codex":[0.9990422,0.0001012967,0.00006837739,0.0002978879,0.0003780863,0.0001121488],"domain_scores_gemma":[0.998255,0.0003039731,0.00007032781,0.0004125437,0.0007402692,0.0002178925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00103581,0.0001708972,0.002519172,0.001554465,0.00004999914,0.0004940575,0.00133524,0.001300525,0.02794241,0.01644237,0.5269653,0.4201898],"study_design_scores_gemma":[0.00008689352,0.0001893102,0.002644421,0.0001672615,0.0000468343,0.0005930997,0.0003601945,0.004495468,0.009671728,0.003491838,0.9781767,0.0000763409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02143426,0.001412168,0.3144715,0.001859591,0.003255142,0.003475877,0.03707212,0.05438481,0.5626346],"genre_scores_gemma":[0.185636,0.00149785,0.260519,0.003492175,0.0005650897,0.00397843,0.05444615,0.01599778,0.4738675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2842386,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356949174478475,"score_gpt":0.2777949733386841,"score_spread":0.2642254815938994,"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."}}