{"id":"W2236310716","doi":"","title":"The knowledge-building oriented virtual practicum","year":2005,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Practicum; Computer science; Knowledge management; Mathematics education; Psychology","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":[0.001471337,0.0003270672,0.0002015137,0.0005431473,0.002764384,0.006121464,0.001497603,0.001377695,0.01633326],"category_scores_gemma":[0.002315269,0.000303376,0.000296755,0.0006167505,0.002280201,0.003377381,0.006638591,0.001354231,0.003379738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008263895,"about_ca_system_score_gemma":0.002102519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006849272,"about_ca_topic_score_gemma":0.001713747,"domain_scores_codex":[0.9986745,0.0006897256,0.00002719709,0.0001900457,0.0002224098,0.0001961914],"domain_scores_gemma":[0.9983784,0.0003335493,0.00006225624,0.0004340833,0.0001128444,0.0006788537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002988397,0.0008117401,0.004780987,0.0002654788,0.00001796058,0.001133474,0.02522024,0.002528104,0.01331422,0.5544577,0.02169228,0.375479],"study_design_scores_gemma":[0.0002046654,0.0008886277,0.008452928,0.0002891371,0.00003958444,0.002737265,0.01795367,0.01394872,0.008484489,0.2196873,0.7272145,0.00009906228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2222632,0.0006145018,0.1398828,0.005409672,0.000841053,0.0003390666,0.0001533223,0.001177386,0.629319],"genre_scores_gemma":[0.7692313,0.0003455816,0.07249323,0.0004978079,0.0001190286,0.000176887,0.0001653624,0.0001643416,0.1568065],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01633326,"threshold_uncertainty_score":0.05464017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379752895400479,"score_gpt":0.3594379086190234,"score_spread":0.3356403796650186,"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."}}