{"id":"W3149623557","doi":"10.29173/iasl8123","title":"European Platform for Collaborative Educational Networking","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Dimension (graph theory); Knowledge management; Telecommunications; Business; Political science; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004448559,0.00009221511,0.0001009608,0.00006031875,0.0006049809,0.0002436445,0.000192656,0.00009413013,0.0003073756],"category_scores_gemma":[0.0008041206,0.00009612604,0.00003617385,0.0004589587,0.000192335,0.0004554044,0.0000286109,0.0001364275,0.00004993579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008009277,"about_ca_system_score_gemma":0.001063421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000034038,"about_ca_topic_score_gemma":0.0002962935,"domain_scores_codex":[0.9991484,0.00001963227,0.0001688994,0.0002423441,0.0001739677,0.0002467057],"domain_scores_gemma":[0.9968033,0.00009989399,0.000111928,0.00004810359,0.002853201,0.00008361419],"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":[0.00001025602,0.00006660746,0.005118389,0.00001008615,0.00001674424,4.225041e-7,0.2686764,1.285179e-7,0.0001304922,0.6773939,0.03333523,0.01524126],"study_design_scores_gemma":[0.0001707792,0.00003943952,0.001757457,0.00004720452,0.00001225955,0.000002584611,0.5276681,0.00002953316,0.0006790892,0.03964159,0.4297859,0.0001661562],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5107423,0.0002696812,0.001339166,0.06946862,0.00168328,0.0006377376,0.00005072754,0.0003142766,0.4154942],"genre_scores_gemma":[0.9870763,0.00007339184,0.002214896,0.0005778568,0.0008272682,0.0000725807,0.00004170503,0.000009703571,0.009106279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6377524,"threshold_uncertainty_score":0.4653085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329167072546122,"score_gpt":0.3375588499640452,"score_spread":0.284267179238584,"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."}}