{"id":"W2964878544","doi":"10.19173/irrodl.v20i4.4270","title":"Goal Setting and MOOC Completion","year":2019,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Massive open online course; Context (archaeology); Psychology; Goal orientation; Online learning; Distance education; Computer science; Mathematics education; Multimedia","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":[0.003352104,0.0002785319,0.0002487017,0.001293194,0.0005416829,0.002468144,0.0005097276,0.0004442302,0.002818316],"category_scores_gemma":[0.03929823,0.0001341955,0.0003781609,0.0005691365,0.0003764681,0.0004499751,0.001306322,0.001090706,0.0007762105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006933722,"about_ca_system_score_gemma":0.000809933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003081096,"about_ca_topic_score_gemma":0.002766296,"domain_scores_codex":[0.9972996,0.00105459,0.0002064772,0.0002331545,0.0009387431,0.0002673918],"domain_scores_gemma":[0.978191,0.007905696,0.00587898,0.001031767,0.003102206,0.00389044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003595947,0.003251917,0.7763436,0.0004414521,0.0003345825,0.0001798892,0.008711471,0.001884109,0.002123091,0.002167798,0.002419825,0.2017827],"study_design_scores_gemma":[0.00002840551,0.000808381,0.9882141,0.0001700065,0.00004309737,0.00008889156,0.002457814,0.001545555,0.0005401805,0.001464041,0.004592642,0.00004685091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884079,0.0004690143,0.001583071,0.0002438732,0.00002901425,0.0001412477,0.0001380943,0.00008480964,0.008902866],"genre_scores_gemma":[0.9965958,0.0002092259,0.001202705,0.00003831154,0.00001119867,0.00007192846,0.0001768395,0.00002050133,0.001673463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003352104,"threshold_uncertainty_score":0.01772785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770819268435805,"score_gpt":0.4250086228447343,"score_spread":0.3773004301603762,"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."}}