{"id":"W1785055065","doi":"10.19173/irrodl.v12i3.881","title":"Proposing an integrated research framework for connectivism: Utilising theoretical synergies","year":2011,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connectivism; Acknowledgement; Computer science; Construct (python library); Context (archaeology); Instructional design; Variety (cybernetics); Knowledge management; Educational research; Learning theory; Sociology; Pedagogy; Multimedia; Artificial intelligence","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":[0.03022233,0.00170919,0.00164065,0.008750176,0.005591759,0.0185011,0.004960639,0.005650264,0.004354509],"category_scores_gemma":[0.01601123,0.0009664753,0.001721833,0.006346318,0.04502652,0.0312663,0.01725449,0.007109328,0.0006743132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008060428,"about_ca_system_score_gemma":0.01153072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285674,"about_ca_topic_score_gemma":0.004011381,"domain_scores_codex":[0.9767426,0.01841997,0.0006819762,0.001797994,0.00167681,0.0006807474],"domain_scores_gemma":[0.9788851,0.01521503,0.001177834,0.001848284,0.001638818,0.001234842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006697756,0.00003436157,0.0003889254,0.0001935852,0.00001639911,0.00009343203,0.01013348,0.0006129092,0.00008126704,0.9764851,0.0004863958,0.01146738],"study_design_scores_gemma":[0.00002142417,0.00004322117,0.0003244307,0.0006817238,0.00002286185,0.0002210069,0.01069249,0.002822576,0.0001598198,0.9553358,0.02965247,0.00002207334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01812784,0.005778797,0.8446703,0.0330323,0.0006674547,0.0009971262,0.00009900749,0.0001849868,0.09644226],"genre_scores_gemma":[0.4160153,0.00627015,0.5673532,0.002280302,0.0002373336,0.003228137,0.0001320466,0.00009731465,0.004386202],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03022233,"threshold_uncertainty_score":0.1598328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3692205578243995,"score_gpt":0.584300011532656,"score_spread":0.2150794537082565,"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."}}