{"id":"W2010034907","doi":"10.1145/1878450.1878455","title":"Solar scramble","year":2010,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Process (computing); Key (lock); Multimedia; Human–computer interaction; Software; Work (physics); Educational software; Design process; Work in process; 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":[0.0002016453,0.0004047667,0.0003141222,0.0007866477,0.000781836,0.0009100006,0.0005634911,0.0004440241,0.04156391],"category_scores_gemma":[0.001110178,0.0002017461,0.0002730055,0.0004879941,0.0003466607,0.0008547808,0.001401969,0.0005864168,0.01372948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569773,"about_ca_system_score_gemma":0.0003504386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341201,"about_ca_topic_score_gemma":0.00271946,"domain_scores_codex":[0.9997696,0.00002718851,0.0000118078,0.00004087147,0.0001136318,0.00003697574],"domain_scores_gemma":[0.9995214,0.0001065429,0.00002582949,0.000111994,0.0001566312,0.00007760574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000886256,0.0001522395,0.002400457,0.001056566,0.00004579685,0.001904107,0.002030999,0.005128134,0.1934516,0.02468815,0.1048645,0.6633914],"study_design_scores_gemma":[0.0001006977,0.0006296997,0.002731498,0.0001300172,0.00004770091,0.001471677,0.0004291972,0.01254698,0.09635153,0.003348697,0.8821128,0.00009938954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1603256,0.002324763,0.3161573,0.001506392,0.001933504,0.001039446,0.002466848,0.03403118,0.480215],"genre_scores_gemma":[0.6082518,0.00118772,0.1227802,0.00109655,0.0001874394,0.0003813079,0.002323014,0.003183264,0.2606087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04156391,"threshold_uncertainty_score":0.1390451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435817558106047,"score_gpt":0.2385607735387617,"score_spread":0.2242025979577012,"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."}}