{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006116297,0.001455938,0.0009899518,0.003059259,0.001223636,0.007412365,0.002147678,0.003106072,0.1340616],"category_scores_gemma":[0.01149394,0.0005492116,0.0007553293,0.003265923,0.0009512229,0.006639679,0.007799222,0.002918518,0.1039316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242525,"about_ca_system_score_gemma":0.003449876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422716,"about_ca_topic_score_gemma":0.001173187,"domain_scores_codex":[0.9956382,0.001194678,0.0005288946,0.0005273275,0.001482264,0.0006286484],"domain_scores_gemma":[0.9940712,0.001256589,0.0003334495,0.001923608,0.001263,0.00115212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002420313,0.000144479,0.0004602449,0.0009132878,0.0000478419,0.0002578483,0.0003628016,0.001003396,0.001775823,0.2001214,0.4586674,0.3360035],"study_design_scores_gemma":[0.00003308976,0.0000275115,0.000449317,0.0003607457,0.000009206554,0.0001110263,0.00005395456,0.0007411642,0.0003772202,0.01869801,0.9791215,0.00001725485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002245599,0.01065879,0.1220583,0.00658452,0.004447239,0.0012267,0.02256046,0.03167616,0.7985421],"genre_scores_gemma":[0.0577392,0.01666169,0.1808407,0.004382733,0.001494,0.004679435,0.144705,0.01145699,0.5780402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1340616,"threshold_uncertainty_score":0.4484809,"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."}}