{"id":"W2292888291","doi":"","title":"Technology-mediated Professional Learning","year":2012,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Computer science; Public relations; Engineering ethics; Knowledge management; Internet privacy; Political science; Engineering","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":[0.0008968133,0.0002810173,0.0001543369,0.0009359283,0.001372236,0.006001937,0.000638557,0.00158104,0.0337848],"category_scores_gemma":[0.003942132,0.0001605835,0.0002425858,0.0006465132,0.001957567,0.004969979,0.003051378,0.0008216693,0.005419271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080053,"about_ca_system_score_gemma":0.001092118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006367536,"about_ca_topic_score_gemma":0.0006951891,"domain_scores_codex":[0.9990624,0.0003600507,0.00002909031,0.0001360402,0.0003250752,0.00008749515],"domain_scores_gemma":[0.9981457,0.0009992004,0.000096939,0.0003487387,0.0002026627,0.0002067856],"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":[0.00006196281,0.0003039788,0.001729425,0.0003111732,0.00002473111,0.0004020177,0.01271744,0.0006300143,0.002994523,0.6594324,0.02476787,0.2966245],"study_design_scores_gemma":[0.00004684404,0.000171875,0.005529158,0.0004249139,0.00003395525,0.001008384,0.006764043,0.003773628,0.005920529,0.3276725,0.6486179,0.00003635873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04610886,0.003139422,0.02434211,0.003867316,0.000600187,0.00006341055,0.00006739572,0.0002412371,0.9215701],"genre_scores_gemma":[0.759161,0.002346518,0.005427116,0.0005929745,0.0002789034,0.0001023418,0.0001035282,0.00006267615,0.231925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0337848,"threshold_uncertainty_score":0.1130214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06438741754705067,"score_gpt":0.3442126981457768,"score_spread":0.2798252805987261,"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."}}