{"id":"W1764614160","doi":"","title":"Networked Learning Framework Design: Exploring Three Implementations of Connectivist Learning","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Implementation; Computer science; Learning design; Software engineering; Programming language; Human–computer interaction; Mathematics education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004912857,0.0004645554,0.0001833561,0.0008397952,0.002104379,0.005328069,0.002589543,0.001547599,0.007868691],"category_scores_gemma":[0.01160389,0.0003146359,0.0004746271,0.0005859232,0.003061072,0.005151669,0.003882379,0.001390349,0.0005771564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185682,"about_ca_system_score_gemma":0.003487737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006632719,"about_ca_topic_score_gemma":0.01483123,"domain_scores_codex":[0.9958094,0.00282657,0.00008849481,0.0003023097,0.0006272089,0.00034597],"domain_scores_gemma":[0.9938052,0.003694637,0.0002466496,0.0008853798,0.0007340081,0.0006340889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007934464,0.002014444,0.01549193,0.0005869505,0.00009127762,0.0008381567,0.08952508,0.01989778,0.009817889,0.576417,0.004094603,0.2804314],"study_design_scores_gemma":[0.001418893,0.0029886,0.01295344,0.001414905,0.0004350402,0.001336858,0.1175862,0.2617646,0.03124281,0.3058394,0.2627342,0.0002849642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5447954,0.0002058628,0.3383973,0.001565876,0.00006151993,0.0009473247,0.0001111974,0.0008424008,0.1130732],"genre_scores_gemma":[0.8141677,0.00009445265,0.1761731,0.0001372363,0.000005240881,0.0005048955,0.0001129368,0.0002150269,0.008589271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007868691,"threshold_uncertainty_score":0.02632332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.313036332244099,"score_gpt":0.4165485178048601,"score_spread":0.1035121855607611,"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."}}