{"id":"W4247671467","doi":"10.1145/2538862.2538874","title":"Rediscovering the passion, beauty, joy, and awe","year":2014,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Passion; Beauty; Curriculum; Computer science; Focus (optics); Aesthetics; Sociology; Pedagogy; Art; Psychology; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611913,0.00004332443,0.00004674702,0.00001542906,0.0001147975,0.0001408349,0.0002699657,0.00001582605,0.000004237892],"category_scores_gemma":[0.00006187786,0.0000233201,0.00001602569,0.00008636061,0.00002338941,0.0001052181,0.0002040219,0.00008058884,0.0000172481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002302788,"about_ca_system_score_gemma":0.000009642843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126576,"about_ca_topic_score_gemma":0.000005259959,"domain_scores_codex":[0.9995773,0.00002922831,0.00006196796,0.0001236823,0.00009493424,0.000112873],"domain_scores_gemma":[0.9996116,0.00007053072,0.00002055204,0.0002435613,0.00001441564,0.00003932605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.194125e-7,0.00002270603,0.008450435,0.00001015578,0.00001094277,0.000002133028,0.0005490161,0.0005817528,0.0002644833,0.7318718,0.01364798,0.2445877],"study_design_scores_gemma":[0.0001110265,0.00005123388,0.01212831,0.00001574369,0.000003121593,0.00001005889,0.00003432018,0.8377252,0.0002739259,0.02964019,0.1198987,0.0001082368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04265962,0.00005685245,0.8368951,0.1003388,0.0002481461,0.00003363252,1.663105e-7,0.0001851183,0.01958259],"genre_scores_gemma":[0.9862344,0.00001397653,0.009862451,0.00097004,0.0001323475,5.211807e-7,1.924364e-7,0.000002593258,0.002783455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9435748,"threshold_uncertainty_score":0.1358074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004991104039211558,"score_gpt":0.2188576193849053,"score_spread":0.2138665153456937,"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."}}