{"id":"W4255127735","doi":"10.4018/978-1-61692-898-8.ch017","title":"From Active Reading to Active Dialogue","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; Concordia University; Simon Fraser University","funders":"","keywords":"Marginalia; Computer science; Focus (optics); Reading (process); Annotation; Online discussion; World Wide Web; Software; Multimedia; Linguistics; Artificial intelligence","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":[0.003383982,0.0005354499,0.0003463211,0.0009181368,0.001985367,0.008609627,0.001594678,0.001521779,0.008876711],"category_scores_gemma":[0.01059599,0.0002685294,0.0003995851,0.000774727,0.004537443,0.01130914,0.005887967,0.002712257,0.002997911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007823925,"about_ca_system_score_gemma":0.00112698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200792,"about_ca_topic_score_gemma":0.0002803165,"domain_scores_codex":[0.9967148,0.001689025,0.0001120333,0.0005878654,0.0007061388,0.0001900708],"domain_scores_gemma":[0.9903392,0.006557635,0.0004873081,0.001213735,0.0007246014,0.0006774109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000228433,0.0005654917,0.001923454,0.001576521,0.00001673845,0.0004025442,0.06618503,0.000308649,0.01259756,0.2328252,0.01329832,0.6700721],"study_design_scores_gemma":[0.0001260526,0.001172236,0.004351952,0.001724949,0.00004992063,0.001906883,0.02871082,0.001912105,0.01648791,0.2674636,0.6760197,0.00007380189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.172578,0.01436383,0.2754574,0.01244608,0.002059052,0.0007407509,0.0001497899,0.002249355,0.5199558],"genre_scores_gemma":[0.8117086,0.006922111,0.0925332,0.0019116,0.0009581559,0.0005608437,0.0002070632,0.0006226479,0.08457571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008876711,"threshold_uncertainty_score":0.02969557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137127264011085,"score_gpt":0.3069550834389269,"score_spread":0.2855838107988161,"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."}}