{"id":"W1010995572","doi":"10.11575/prism/27797","title":"SketchBoard: Conceptualizing Interactive Communication Media for the Design Review Process","year":2014,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005125538,0.0001585569,0.0002945101,0.00007471295,0.00016039,0.00001543575,0.0005419186,0.0001442476,0.0002251652],"category_scores_gemma":[0.000327626,0.0001637879,0.0001091005,0.0001221767,0.0000494646,0.0002539117,0.00001349973,0.0003408621,0.00002870063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005857889,"about_ca_system_score_gemma":0.00009992955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006401384,"about_ca_topic_score_gemma":0.000022169,"domain_scores_codex":[0.9992365,0.0001643232,0.0001670705,0.0001402397,0.0001725152,0.0001193231],"domain_scores_gemma":[0.9973232,0.001749815,0.0002799711,0.0003470622,0.0002516247,0.00004829387],"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":[0.0003209569,0.000077827,0.000003911351,0.007068593,0.0005718868,0.000001306683,0.05417068,0.00007149242,0.0001531699,0.001911122,0.1499173,0.7857318],"study_design_scores_gemma":[0.001236251,0.00009272764,0.0008882754,0.006812427,0.002295456,0.000004877205,0.01643477,0.1187494,0.001104535,0.001840406,0.8495265,0.001014364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0003095054,0.03205518,0.9379539,0.0007237787,0.0008433561,0.001635351,0.000001893367,0.0001535035,0.02632352],"genre_scores_gemma":[0.2207006,0.3934714,0.3358054,0.002369962,0.0003970404,0.000279739,0.007384501,0.0006321088,0.03895918],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7847174,"threshold_uncertainty_score":0.6679075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574270514843278,"score_gpt":0.2717744334641112,"score_spread":0.2460317283156784,"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."}}