{"id":"W2243133857","doi":"","title":"Constructivist and Collaborative Perspectives on Building A Provincial Network in Support of Teaching and Learning Using Videoconferencing in Alberta","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Constructivist teaching methods; Collaborative learning; Computer science; Medical education; Knowledge management; Pedagogy; Sociology; Multimedia; Teaching method; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001868053,0.0001544544,0.0002796265,0.001005311,0.0003662009,0.00005164245,0.0001147781,0.0001603836,0.00003267021],"category_scores_gemma":[0.007653039,0.0001666299,0.000009644579,0.0009411285,0.001101163,0.0002782888,0.00005459148,0.001017371,5.226819e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273218,"about_ca_system_score_gemma":0.001279555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819119,"about_ca_topic_score_gemma":0.04115289,"domain_scores_codex":[0.9983034,0.0003840273,0.0003150417,0.0004229865,0.0002273077,0.0003472683],"domain_scores_gemma":[0.9951884,0.004146229,0.0002829043,0.00008863795,0.0002047129,0.00008910018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004440129,0.00008729308,0.2646981,0.000009214077,0.000008156228,0.000001651347,0.04698054,0.000005082175,0.0004403749,0.6790851,0.000005676343,0.008634417],"study_design_scores_gemma":[0.0008005106,0.000267809,0.1471399,0.0004259773,0.00002426284,0.00001515653,0.08389752,0.0002014714,0.0004068004,0.7658547,0.0005598245,0.000406149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372833,0.0001621827,0.00005896688,0.04560388,0.0004322077,0.0003632227,0.00000156652,0.00001637659,0.0160783],"genre_scores_gemma":[0.9927888,0.0001447819,0.006593632,0.0000488237,0.0003022357,0.00003424519,0.000002702054,0.000009447903,0.00007531801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175582,"threshold_uncertainty_score":0.9763436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165698722008487,"score_gpt":0.3575429974957578,"score_spread":0.3358860102756729,"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."}}