{"id":"W7037172234","doi":"","title":"Digital design and student learning through videoconference collaboration","year":2007,"lang":"en","type":"article","venue":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Curriculum; Action (physics); Technical communication; Teleconference; Information sharing; Collaborative design; Information and Communications Technology","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":[],"consensus_categories":[],"category_scores_codex":[0.002894712,0.0001729439,0.0003063739,0.00005716931,0.001231508,0.0001727044,0.0005344492,0.0002444031,0.0004030537],"category_scores_gemma":[0.0007004243,0.0001002497,0.00008237146,0.0009608586,0.0005442423,0.001227263,0.0006253019,0.0008559147,0.00008193644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251233,"about_ca_system_score_gemma":0.0000320665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003661131,"about_ca_topic_score_gemma":0.001321112,"domain_scores_codex":[0.9973028,0.0004859029,0.0002411683,0.0005350609,0.0006942479,0.00074085],"domain_scores_gemma":[0.9970008,0.001977636,0.0001349214,0.00008827378,0.0005484553,0.0002499402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001777228,0.0009675204,0.6218765,0.00008117052,0.0003283867,0.0006846499,0.006102381,0.0003278526,0.09196952,0.01307292,0.001655218,0.2611567],"study_design_scores_gemma":[0.0008328894,0.003099586,0.9123755,0.00008682266,0.00003146113,0.00002601277,0.04671543,0.00009040892,0.001003568,0.008646723,0.02663298,0.0004586168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913338,0.0005296401,0.001166328,0.002965363,0.00004088859,0.0004716318,0.00001068441,0.00006191531,0.003419712],"genre_scores_gemma":[0.9967417,0.0009104674,0.001038729,0.00005964433,0.00005744683,0.000001380997,0.00001998556,0.000001957812,0.001168675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290499,"threshold_uncertainty_score":0.9471886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09563787797849597,"score_gpt":0.3290905528321051,"score_spread":0.2334526748536091,"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."}}