{"id":"W2282453005","doi":"","title":"Online Study Groups: Comparison of Two Strategies","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; MacEwan University; Athabasca University","funders":"","keywords":"Computer science","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":[0.0002492135,0.0001266615,0.0002726124,0.0005111521,0.0001974666,0.00003445789,0.0002932174,0.00009555388,0.0006501513],"category_scores_gemma":[0.0003681746,0.0001194216,0.00002127668,0.0006780712,0.000608944,0.0001599982,0.00004500041,0.0004228444,0.00002638314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005220505,"about_ca_system_score_gemma":0.00137063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242807,"about_ca_topic_score_gemma":0.02702572,"domain_scores_codex":[0.9987337,0.0001001954,0.0003027249,0.0002620398,0.0003420842,0.0002592496],"domain_scores_gemma":[0.9988701,0.0004810614,0.0001594084,0.0001647847,0.0002287872,0.00009583276],"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":[0.000007149196,0.001314357,0.09341518,0.000005006142,0.00001981015,9.442677e-7,0.007427434,0.000006089887,0.00007556924,0.8678229,0.000414341,0.02949125],"study_design_scores_gemma":[0.000959277,0.0003970072,0.02484424,0.00008457377,0.0000514793,0.000001779788,0.08053778,0.0001856496,0.0002475769,0.8832067,0.009151754,0.0003322281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6652542,0.000273192,0.00001261895,0.3282567,0.0005318395,0.0002157201,0.000008129787,0.00008345839,0.005364086],"genre_scores_gemma":[0.996031,0.0000861657,0.002212994,0.00004492913,0.0009808298,0.00003578034,0.00002830921,0.000007138513,0.000572836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307768,"threshold_uncertainty_score":0.9907285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05733214669413066,"score_gpt":0.3978010798990997,"score_spread":0.340468933204969,"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."}}