{"id":"W2625832247","doi":"10.1109/aiccsa.2016.7945707","title":"Promoting active participation of the learners in an authoring based learning movie system","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Timeline; Multimedia; Computer science; Usability; Leverage (statistics); Gesture; Process (computing); Human–computer interaction; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007260427,0.00003089459,0.00006123279,0.00004762625,0.0001603813,0.000006807632,0.0002236245,0.00005800105,0.00004887757],"category_scores_gemma":[0.0007105754,0.00001818477,0.0000172547,0.0002040611,0.0001255317,0.0001106753,0.000034734,0.00008729009,0.000004852536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009519816,"about_ca_system_score_gemma":0.00006793119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005776397,"about_ca_topic_score_gemma":0.00302741,"domain_scores_codex":[0.9990416,0.000515761,0.000126425,0.00007853343,0.0001179062,0.0001197581],"domain_scores_gemma":[0.9994894,0.000179311,0.0001015188,0.0001622813,0.00004216324,0.00002535041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001643819,0.00009924348,0.4159897,0.00002264159,0.000006854912,3.220158e-7,0.05899541,0.0001143497,0.02879302,0.1014063,0.000003830427,0.3945519],"study_design_scores_gemma":[0.003013583,0.0002535891,0.3995169,0.001260648,0.00003694847,4.021132e-7,0.2147466,0.1584628,0.2103806,0.00122,0.01047236,0.000635589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849151,0.000002511111,0.0003812398,0.003683642,0.00004383925,0.0001642626,1.531568e-7,0.0001050693,0.01070415],"genre_scores_gemma":[0.9994385,0.000001685122,0.0003203823,0.00001048035,0.000008847433,0.00002239569,1.901672e-7,0.000003091991,0.0001944721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939163,"threshold_uncertainty_score":0.1689366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0595224614908532,"score_gpt":0.3642063378009237,"score_spread":0.3046838763100705,"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."}}