{"id":"W3148642659","doi":"10.29173/iasl8001","title":"GENESIS – Generating e-learning systems in schools: School-university e-learning research partnerships for scaling up innovation","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Optimism; Set (abstract data type); Curriculum; Scale (ratio); Mathematics education; Test (biology); Psychology; Pedagogy; Knowledge management; Sociology; Computer science; Social psychology","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":[0.02274644,0.000433372,0.0003575096,0.001910973,0.004704658,0.01073817,0.001795243,0.003138927,0.00456536],"category_scores_gemma":[0.02506116,0.000561737,0.0007456335,0.001333978,0.008143594,0.01051494,0.01481083,0.002747465,0.0009237037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004606528,"about_ca_system_score_gemma":0.01085471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123294,"about_ca_topic_score_gemma":0.002512157,"domain_scores_codex":[0.9831836,0.01262274,0.0003721856,0.00106478,0.001804133,0.000952462],"domain_scores_gemma":[0.978981,0.01100333,0.0008125837,0.004513243,0.001546462,0.003143434],"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":[0.0003103708,0.001698987,0.02411271,0.0008084505,0.0001051155,0.001163782,0.0968781,0.003709882,0.008342871,0.6148741,0.01805434,0.2299414],"study_design_scores_gemma":[0.000575012,0.002109509,0.01148802,0.0009753195,0.0001174966,0.001341043,0.1228508,0.0114767,0.02142841,0.314853,0.5126591,0.0001255177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6035739,0.003026615,0.1996368,0.05103235,0.0006729458,0.002464263,0.0001898392,0.001428971,0.1379744],"genre_scores_gemma":[0.8244091,0.0011239,0.1619346,0.001178891,0.00003709706,0.0008563447,0.0001395531,0.0001598023,0.01016076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02274644,"threshold_uncertainty_score":0.1202961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489816402046014,"score_gpt":0.380305442555751,"score_spread":0.2313238023511496,"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."}}