{"id":"W2784749172","doi":"10.33524/cjar.v18i3.351","title":"NOT A NOVICE NOW: A WIKI JOURNEY","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Social constructivism; Active learning (machine learning); Constructivist teaching methods; Mathematics education; Psychology; Pedagogy; Discovery learning; Computer science; Teaching method","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004670023,0.0006591452,0.0007773075,0.001847262,0.02121415,0.02247373,0.001745752,0.004023095,0.007173417],"category_scores_gemma":[0.01286936,0.0006377535,0.0005204183,0.001456768,0.008415218,0.03355531,0.02343931,0.01022842,0.004132309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279187,"about_ca_system_score_gemma":0.007165254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003718126,"about_ca_topic_score_gemma":0.00726287,"domain_scores_codex":[0.996217,0.001402368,0.0001950429,0.0004686805,0.0009519116,0.0007650193],"domain_scores_gemma":[0.9866751,0.001670305,0.0007003372,0.0006771013,0.001257801,0.009019317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009898527,0.0006897509,0.01451046,0.0002803822,0.00003251505,0.005074405,0.7159268,0.0001842142,0.001439134,0.08128474,0.04819033,0.1322883],"study_design_scores_gemma":[0.000008537526,0.0001551418,0.003077088,0.000340599,0.00001274429,0.002831107,0.5356395,0.0001986221,0.0004684433,0.01840026,0.4387933,0.00007460156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6988857,0.009412161,0.009844313,0.08929471,0.003911311,0.0002207328,0.0003638003,0.0005537373,0.1875135],"genre_scores_gemma":[0.8870659,0.006826322,0.01089191,0.006906976,0.0004315364,0.0002020311,0.0005130245,0.0006570361,0.08650518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247373,"threshold_uncertainty_score":0.02469772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577344667229474,"score_gpt":0.5111250143695163,"score_spread":0.2533905476465689,"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."}}