{"id":"W2127555702","doi":"10.1145/1978942.1979348","title":"Dips and ceilings","year":2011,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Ceiling (cloud); Interface (matter); Human–computer interaction; User interface; Multimedia; Operating system; Engineering","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":[0.006380553,0.0009315902,0.0009416743,0.001620432,0.001412177,0.004429081,0.001612478,0.001638121,0.01505561],"category_scores_gemma":[0.04510181,0.001079127,0.0006956076,0.0008705591,0.002975993,0.005130632,0.006843162,0.00374599,0.002871122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321096,"about_ca_system_score_gemma":0.001474231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579688,"about_ca_topic_score_gemma":0.001615661,"domain_scores_codex":[0.9908324,0.002119309,0.0009736951,0.00149354,0.002980098,0.001600927],"domain_scores_gemma":[0.9677165,0.01429519,0.003638189,0.006350302,0.004191361,0.003808497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003131131,0.0007445856,0.07465117,0.002692314,0.0001395883,0.002851587,0.01871841,0.01172488,0.06276731,0.1335595,0.04070198,0.6483176],"study_design_scores_gemma":[0.0008067302,0.006696737,0.254402,0.002290543,0.0004406341,0.006420587,0.01716867,0.0663341,0.0658742,0.3034815,0.2752055,0.0008788531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5157323,0.002721554,0.3261386,0.003993415,0.000544647,0.0006674489,0.0009925705,0.0128748,0.1363347],"genre_scores_gemma":[0.9499379,0.0004073094,0.03717488,0.0008509358,0.0001040937,0.0002823923,0.0003653672,0.000728808,0.0101483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505561,"threshold_uncertainty_score":0.05036598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6261481611384555,"score_gpt":0.4545978728928627,"score_spread":0.1715502882455928,"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."}}