{"id":"W3040708567","doi":"","title":"Human-computer interaction - INTERACT 2019: 17th IFIP TC 13 international conference, Paphos, Cyprus, September 2-6, 2019, proceedings, part IV","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Engineering Education and Technology","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Library science; Computer science; Cartography; Geography","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":[0.002069256,0.0009851843,0.001060258,0.001629542,0.001684818,0.003382425,0.0009151236,0.00160358,0.04273834],"category_scores_gemma":[0.001528145,0.0003977197,0.0005509802,0.001629162,0.001129607,0.001694295,0.001713937,0.001717466,0.02163795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267496,"about_ca_system_score_gemma":0.003905187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584795,"about_ca_topic_score_gemma":0.02235495,"domain_scores_codex":[0.9990333,0.0002315781,0.0000676884,0.0001543822,0.0002782836,0.0002347976],"domain_scores_gemma":[0.9984508,0.0003831571,0.00004954543,0.0002046114,0.0006505204,0.0002614715],"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":[0.0006501402,0.0003062033,0.002528369,0.0006157811,0.00006443813,0.000206041,0.0001793208,0.002223998,0.009968069,0.0110289,0.6904118,0.2818169],"study_design_scores_gemma":[0.00008204781,0.0003193909,0.02506772,0.0005930524,0.0001299776,0.0005509783,0.0005427125,0.01435186,0.02355131,0.007929137,0.9268094,0.00007249794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0994475,0.1077396,0.1559168,0.04006699,0.07149135,0.001728257,0.02119125,0.01021365,0.4922047],"genre_scores_gemma":[0.1431707,0.02745363,0.04254274,0.002082186,0.005009219,0.0007444552,0.02319197,0.001943068,0.753862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04273834,"threshold_uncertainty_score":0.142974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557640989942443,"score_gpt":0.2527338387711577,"score_spread":0.2371574288717333,"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."}}