{"id":"W2295417441","doi":"","title":"CRACTIC : towards a model for the implementation of socio-constructivists principles in multiple classrooms collaborative projects using the Web.","year":2001,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Web application; Public relations; Computer science; Knowledge management; Pedagogy; Political science; World Wide Web; Process management; Sociology; Business","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":[0.0007412148,0.000124645,0.0001288776,0.0002112899,0.0005287252,0.0001522767,0.0005966598,0.0002052838,0.00004435055],"category_scores_gemma":[0.0010008,0.000096716,0.0001271719,0.0006704816,0.0007041407,0.0011884,0.00006451238,0.0001960765,0.000001508342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005011337,"about_ca_system_score_gemma":0.003770434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565498,"about_ca_topic_score_gemma":0.0009406065,"domain_scores_codex":[0.9988342,0.00003002495,0.0004847269,0.0001507795,0.0002779076,0.0002223853],"domain_scores_gemma":[0.9975321,0.0002402715,0.0005828349,0.0001938054,0.001429615,0.00002137583],"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":[0.0000449235,0.0001907433,0.05088328,0.00003636348,0.0001149781,1.050105e-8,0.102956,0.0003686906,0.000158801,0.7280731,0.001806243,0.1153668],"study_design_scores_gemma":[0.0006529727,0.00003107696,0.002141418,0.00002972557,0.00002911588,0.000001863502,0.8370505,0.09390904,0.0003175,0.02549271,0.04019165,0.0001524431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.80917,0.0001349211,0.1035247,0.0758509,0.001014762,0.004542622,0.0001704783,0.0002654153,0.005326181],"genre_scores_gemma":[0.987007,0.000215122,0.01044905,0.0002416003,0.00005623051,0.001479329,0.00005741155,0.000006884429,0.0004873692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340944,"threshold_uncertainty_score":0.6688588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09747072896657655,"score_gpt":0.4100219822745728,"score_spread":0.3125512533079962,"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."}}