{"id":"W3118166030","doi":"10.1615/intjinnovonlineedu.2020037132","title":"\"VIRTUALLY\" A MAKER: MAKING IN AN ONLINE GRADUATE COURSE","year":2020,"lang":"en","type":"article","venue":"International journal on innovations in online education","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Affordance; Asynchronous communication; Context (archaeology); Collaborative learning; Computer science; Synchronous learning; Intersection (aeronautics); Meaning (existential); Learning community; Course (navigation); Online learning; Mathematics education; Cooperative learning; Teaching method; Multimedia; Psychology; Knowledge management; Engineering; Human–computer interaction","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":[0.0005923429,0.0001478956,0.0001381136,0.000774917,0.00009332757,0.0004292892,0.001091158,0.00006164528,0.00001569631],"category_scores_gemma":[0.0005728397,0.0001544509,0.00004142764,0.00122316,0.00002347859,0.0009296151,0.00008876988,0.001177411,0.00001508906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773991,"about_ca_system_score_gemma":0.0006669086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409062,"about_ca_topic_score_gemma":0.00008424481,"domain_scores_codex":[0.9980618,0.0001709431,0.0006737184,0.0003204966,0.0005673146,0.0002057746],"domain_scores_gemma":[0.9987108,0.00008843265,0.00034135,0.0002022916,0.0005760531,0.00008104534],"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":[0.00003252326,0.002825899,0.03386521,0.00000429733,0.00002144914,0.00004666892,0.005427657,0.008712834,0.000106065,0.04974907,0.0007245305,0.8984838],"study_design_scores_gemma":[0.002470601,0.0008320977,0.6804321,0.0009685619,0.00001183795,0.0003736548,0.005175225,0.1822955,0.0000369156,0.006610589,0.1199348,0.0008581324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8388553,0.00003814609,0.06643603,0.09188411,0.002477259,0.0001210291,0.00000902792,0.0001020934,0.00007700505],"genre_scores_gemma":[0.8866691,0.00001377045,0.1054997,0.006497712,0.001118532,0.000009526032,0.0001322801,0.00001491639,0.00004443615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8976257,"threshold_uncertainty_score":0.6298323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211291970293328,"score_gpt":0.4158101436724898,"score_spread":0.294680946643157,"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."}}