{"id":"W1969744496","doi":"10.5539/cis.v5n6p50","title":"Towards a Personal Knowledge Model (PKM) in Collaborative Environment of School Teachers’ Community","year":2012,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Knowledge sharing; Knowledge management; Process (computing); Order (exchange); Personal knowledge management; Knowledge integration; Knowledge engineering; Organizational learning; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026724,0.0004381841,0.000401261,0.001545498,0.001968792,0.005132238,0.001753951,0.001855948,0.002405187],"category_scores_gemma":[0.005236857,0.0003719524,0.0008688354,0.001154927,0.00357062,0.008645813,0.003513348,0.001432853,0.0006567867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264769,"about_ca_system_score_gemma":0.003906311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495997,"about_ca_topic_score_gemma":0.003403479,"domain_scores_codex":[0.9967957,0.00147317,0.0001846803,0.0006663285,0.0006797104,0.0002004743],"domain_scores_gemma":[0.9965028,0.001297932,0.0004053734,0.0005993531,0.0006876723,0.0005069086],"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":[0.00007873899,0.000292859,0.007014286,0.000312807,0.00006949864,0.000530061,0.01455279,0.01902085,0.001712785,0.8560318,0.00270831,0.09767531],"study_design_scores_gemma":[0.00007669249,0.0002648419,0.004273101,0.0003374499,0.00009328336,0.0009088007,0.009021086,0.2013658,0.001415053,0.7322372,0.04991274,0.00009410892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08151423,0.0008572486,0.8329261,0.00534314,0.0001304042,0.000459819,0.0001175707,0.000415375,0.07823608],"genre_scores_gemma":[0.7526269,0.000419908,0.2393372,0.0002529694,0.00006196396,0.0004695522,0.0001378762,0.00003902566,0.006654643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005132238,"threshold_uncertainty_score":0.01643211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07231448773126845,"score_gpt":0.3833827747290781,"score_spread":0.3110682869978096,"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."}}