{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004510002,0.00008069402,0.0002918976,0.001317099,0.0002051845,0.00001882742,0.0005255889,0.0001366132,0.0008360211],"category_scores_gemma":[0.000947117,0.00006862854,0.0001651938,0.002281028,0.000166239,0.00015115,0.0000376697,0.000321585,0.000017953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245901,"about_ca_system_score_gemma":0.001122454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001913868,"about_ca_topic_score_gemma":0.0006769077,"domain_scores_codex":[0.9986805,0.00008814155,0.0005052788,0.0001133468,0.0003715724,0.0002411076],"domain_scores_gemma":[0.9985419,0.0001648435,0.0003751507,0.0001361707,0.0006113022,0.0001706667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002398213,0.004129976,0.6843619,0.000005716616,0.002447416,0.000006001488,0.004865002,0.002707051,0.0008120291,0.2564822,0.004162563,0.0399962],"study_design_scores_gemma":[0.0009888767,0.0007376645,0.5755944,0.0001361521,0.002743206,0.00005574843,0.04581885,0.00003988543,0.0005686091,0.01227266,0.3606174,0.0004265079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7554922,0.00006349562,0.0002442858,0.2436379,0.000132009,0.00007385791,0.00004396733,0.00001459575,0.0002977172],"genre_scores_gemma":[0.9775192,0.00004657829,0.02121228,0.00005199598,0.000491623,0.000002966368,0.00001341048,0.000004816553,0.0006571003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564548,"threshold_uncertainty_score":0.9153845,"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."}}