{"id":"W1823757074","doi":"10.14742/ajet.1331","title":"Students' self analysis of contributions to online asynchronous discussions","year":2005,"lang":"en","type":"article","venue":"Australasian Journal of Educational Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Asynchronous communication; Online discussion; Context (archaeology); Mathematics education; Computer science; Computer-mediated communication; Educational technology; Psychology; Pedagogy; World Wide Web; The Internet","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":[0.005080637,0.0002459302,0.0002088275,0.003947047,0.001587171,0.002635094,0.0005705598,0.0004285329,0.002581951],"category_scores_gemma":[0.02866953,0.0001392523,0.0002387718,0.00126095,0.001088407,0.001123189,0.001933353,0.0006691103,0.0007491612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007557044,"about_ca_system_score_gemma":0.000639693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003228419,"about_ca_topic_score_gemma":0.0004686954,"domain_scores_codex":[0.9947313,0.002447413,0.0003332327,0.0004623592,0.001809264,0.0002163958],"domain_scores_gemma":[0.9564306,0.02373789,0.004536191,0.002612639,0.01109462,0.00158801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006053149,0.0008099047,0.15804,0.0002370836,0.00006181764,0.0008626773,0.4588679,0.001020013,0.02847374,0.01107882,0.005872396,0.3340704],"study_design_scores_gemma":[0.00007418245,0.001132872,0.3879064,0.0002876069,0.0001030853,0.001673831,0.3773535,0.02367183,0.0770601,0.01692933,0.113541,0.0002662869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777365,0.00004342827,0.008099725,0.0001953615,0.00006552115,0.00009343676,0.00007118571,0.0001536686,0.01354119],"genre_scores_gemma":[0.9847255,0.00004610678,0.006281391,0.00003932702,0.00003484726,0.0001014504,0.00009658669,0.00005659944,0.008618183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005080637,"threshold_uncertainty_score":0.0268693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105335503749188,"score_gpt":0.3920866732685593,"score_spread":0.3815531228936405,"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."}}