{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007944132,0.0007857165,0.0005741015,0.003932206,0.005745429,0.01570314,0.002895506,0.004689916,0.01198077],"category_scores_gemma":[0.01849277,0.0005330081,0.0007490923,0.003259294,0.01175035,0.02111977,0.01217904,0.001767745,0.001344375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002782224,"about_ca_system_score_gemma":0.004891346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173884,"about_ca_topic_score_gemma":0.002014489,"domain_scores_codex":[0.9939224,0.00400294,0.0001742845,0.0007209493,0.0007358772,0.0004434474],"domain_scores_gemma":[0.9843428,0.009959871,0.001111169,0.001927038,0.001112089,0.001547111],"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":[0.0001091126,0.0002627536,0.003791545,0.0004839312,0.0001109487,0.000387358,0.07477122,0.002405254,0.001118242,0.7822838,0.004582149,0.1296936],"study_design_scores_gemma":[0.00009151334,0.0001644316,0.002071868,0.0005378537,0.00008083166,0.0003926962,0.06450564,0.009046188,0.002010789,0.8383301,0.0827231,0.00004507454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.200112,0.002920287,0.3025301,0.01919871,0.0002384603,0.0005241514,0.00008043658,0.0004125131,0.4739834],"genre_scores_gemma":[0.9450229,0.0005340438,0.04542902,0.0003788321,0.00003870849,0.0002521989,0.00005831652,0.00005429542,0.00823163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01570314,"threshold_uncertainty_score":0.04201311,"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."}}