{"id":"W2196980644","doi":"","title":"Collaborative knowledge building: Strategies in Cyberspace","year":2004,"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":"University of Calgary","funders":"","keywords":"Cyberspace; Knowledge management; Computer science; The Internet; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005308276,0.000121812,0.0001172414,0.0003768715,0.000316188,0.0002963146,0.0005246276,0.0002262619,0.0001134369],"category_scores_gemma":[0.0002641622,0.0001403904,0.00009239202,0.0008009539,0.0002785839,0.002055506,0.00007300456,0.000224637,0.00006215739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007281473,"about_ca_system_score_gemma":0.001928407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200015,"about_ca_topic_score_gemma":0.0006887357,"domain_scores_codex":[0.9990772,0.00001962377,0.0003071078,0.0001626975,0.0001956986,0.0002376638],"domain_scores_gemma":[0.9986445,0.00003248415,0.0001939916,0.0001245041,0.0009627576,0.00004178474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005329503,0.0001087445,0.001332543,0.00001318766,0.00002702404,2.260981e-8,0.05447226,0.00003599756,0.00003544497,0.9283801,0.002414346,0.01317494],"study_design_scores_gemma":[0.0007195655,0.00002618131,0.0009834957,0.00007698135,0.0000122215,3.708242e-7,0.4185612,0.0003168658,0.0002189797,0.1612076,0.4176516,0.0002249393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1498348,0.0003799363,0.07976509,0.04905327,0.002867579,0.001949414,0.00002529007,0.0007189339,0.7154057],"genre_scores_gemma":[0.9844719,0.0001224402,0.01194462,0.0001574458,0.000139432,0.0004250555,0.00006598807,0.000006403809,0.002666733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8346371,"threshold_uncertainty_score":0.5724952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022884492270151,"score_gpt":0.3597045918701104,"score_spread":0.3394757469474089,"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."}}