{"id":"W2430489221","doi":"10.30935/cedtech/6051","title":"Book Review: Handbook of Conversation Design for Instructional Applications","year":2011,"lang":"en","type":"article","venue":"Contemporary Educational Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instructional design; Conversation; Field (mathematics); Learning design; Distance education; Educational technology; Pedagogy; Library science; Sociology; Computer science; Engineering ethics; Mathematics education; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000344271,0.00006693912,0.0001390593,0.0001845146,0.0001876674,0.000003420894,0.000213369,0.0001197249,0.000945386],"category_scores_gemma":[0.0002599235,0.00007243942,0.00004985174,0.0002976412,0.0003904123,0.0001931746,0.00001557701,0.00008950171,0.00002445178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004531133,"about_ca_system_score_gemma":0.001915718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002144037,"about_ca_topic_score_gemma":0.000003213164,"domain_scores_codex":[0.9992679,0.00006261584,0.0002628694,0.0001693869,0.0001208087,0.0001163709],"domain_scores_gemma":[0.9990753,0.0001645671,0.0002234473,0.0001425792,0.0003561022,0.00003799281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000036259,0.0002557485,0.002548307,0.0001828492,0.0000565679,1.641822e-7,0.0008084586,0.000001048307,0.0002082227,0.4679994,0.4973694,0.03053362],"study_design_scores_gemma":[0.0001596194,0.0000476331,0.0001060927,0.0001218321,0.00001347332,0.000001531319,0.0006768354,0.000005711239,0.0007608011,0.04660415,0.9514262,0.00007608534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0003255811,0.5922331,0.1563703,0.2006485,0.000922921,0.006335228,0.00006981667,0.0004291315,0.04266547],"genre_scores_gemma":[0.1910874,0.04954554,0.6965808,0.01193431,0.00210196,0.009640161,0.0007711545,0.0001004629,0.03823828],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5426875,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06569145302796035,"score_gpt":0.3409901835182005,"score_spread":0.2752987304902401,"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."}}