{"id":"W1590662794","doi":"","title":"A Sociocultural Framework to Guide the Development of a Collaborative Learning Community in Technology Integration","year":2007,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Sociocultural evolution; Collaborative learning; Sociology; Knowledge management; Computer science; Anthropology","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":[0.01193357,0.0009976537,0.0004732684,0.003774565,0.01184521,0.0146381,0.003382864,0.004638774,0.008263431],"category_scores_gemma":[0.01589666,0.0009535077,0.001044711,0.001813962,0.01725783,0.01466786,0.01173995,0.005030569,0.001301488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005804645,"about_ca_system_score_gemma":0.01420618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012308,"about_ca_topic_score_gemma":0.01800423,"domain_scores_codex":[0.9881445,0.008963752,0.000547707,0.0005384386,0.001248893,0.000556685],"domain_scores_gemma":[0.9903328,0.004750866,0.0005978422,0.0008837077,0.001835527,0.001599244],"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":[0.00001611185,0.0001647488,0.001545041,0.0001242463,0.00001801367,0.0006337907,0.07354213,0.001619657,0.0007989337,0.8924617,0.002950303,0.02612531],"study_design_scores_gemma":[0.00006392506,0.0001105278,0.001619868,0.0008984272,0.00004996815,0.00094502,0.1400141,0.02320923,0.001950854,0.6650395,0.165999,0.00009961701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04495783,0.0008273578,0.7719818,0.02848326,0.0004468644,0.001397548,0.00009225588,0.0004518965,0.1513612],"genre_scores_gemma":[0.5026948,0.0004396923,0.4854923,0.0006688369,0.00004929651,0.001199652,0.00007833965,0.0001491412,0.009227919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0146381,"threshold_uncertainty_score":0.06311148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419715779326723,"score_gpt":0.4285532008050468,"score_spread":0.3865816228723745,"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."}}