{"id":"W2612397172","doi":"","title":"Writing with Light: Building a Low-Cost Lightboard at Carleton College","year":2016,"lang":"en","type":"article","venue":"Minnesota eLearning Summit","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"USable; Computer science; Interactive whiteboard; Workflow; Whiteboard; Multimedia; Presentation (obstetrics); Metadata; Product (mathematics); Computer graphics (images); World Wide Web; Mathematics","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":[0.001866271,0.0009684805,0.0003138665,0.00160304,0.004972441,0.005476093,0.001982844,0.001134399,0.06702688],"category_scores_gemma":[0.003225512,0.0006966342,0.0003812995,0.0008594414,0.001351601,0.003917831,0.004567104,0.00183405,0.02099705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102839,"about_ca_system_score_gemma":0.00745705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04008168,"about_ca_topic_score_gemma":0.1419387,"domain_scores_codex":[0.9982691,0.0002879829,0.00005948522,0.0003626463,0.000702535,0.000318133],"domain_scores_gemma":[0.9965976,0.0003497617,0.00006657474,0.0003020424,0.0007725456,0.001911552],"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":[0.0002467637,0.001413369,0.005822383,0.0003787985,0.00001798926,0.002215037,0.0220601,0.0006485526,0.0399411,0.005296443,0.292154,0.6298056],"study_design_scores_gemma":[0.0000578688,0.0003481668,0.003755329,0.0001064915,0.00002110561,0.0004793173,0.01027093,0.001630436,0.01524301,0.0009316991,0.9670642,0.00009137319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3111574,0.001707668,0.1863231,0.01657277,0.001934151,0.00436344,0.003672819,0.04576954,0.4284992],"genre_scores_gemma":[0.1517773,0.001186525,0.2533892,0.001477114,0.0001913845,0.0008758898,0.0031411,0.006126368,0.5818352],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06702688,"threshold_uncertainty_score":0.2242272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334421124135583,"score_gpt":0.3183107021534987,"score_spread":0.2949664909121428,"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."}}