{"id":"W4403048884","doi":"10.54337/nlc.v11.8803","title":"Symposium 1: Networking educational administrators through e-Teaching","year":2018,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Networked Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sociology; Pedagogy","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":[0.001109466,0.0001582191,0.000159642,0.00006947744,0.001175362,0.0002614167,0.0009985989,0.0001099287,0.0005548329],"category_scores_gemma":[0.0005830307,0.0001334683,0.0001120666,0.0002570665,0.0003855543,0.0004036918,0.0001613256,0.0007893523,0.00003155006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248019,"about_ca_system_score_gemma":0.0004412773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311274,"about_ca_topic_score_gemma":0.00005698174,"domain_scores_codex":[0.9981428,0.00007482047,0.0003200384,0.0003116705,0.0007889993,0.0003616958],"domain_scores_gemma":[0.9985018,0.0001963833,0.0004775578,0.00007348906,0.0006791839,0.00007155757],"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":[0.00009002961,0.00008960751,0.04754292,0.00001067174,0.00008007146,2.556198e-7,0.006120079,0.0002720398,0.001864962,0.9271862,0.005429739,0.01131341],"study_design_scores_gemma":[0.0003555334,0.00025917,0.001415644,0.0008891621,0.00004123267,0.000005145783,0.01258635,0.007567868,0.000884702,0.02234992,0.9532412,0.000404093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2967473,0.00001910107,0.00004170326,0.02769823,0.0021331,0.0001439412,9.834613e-7,0.00007627841,0.6731393],"genre_scores_gemma":[0.9828884,0.0000705436,0.001477644,0.0002858079,0.005974265,0.00001092642,0.000003718021,0.00001898274,0.009269685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9478114,"threshold_uncertainty_score":0.9040053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978795138245748,"score_gpt":0.3480934008743212,"score_spread":0.3083054494918637,"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."}}