{"id":"W3081632597","doi":"10.1109/gcce.2015.7398479","title":"Introduction to the technical program","year":2015,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Green Communities Canada","funders":"","keywords":"Computer science; Event (particle physics); Library science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002858817,0.001285825,0.0006221496,0.00190275,0.001808352,0.005102502,0.001565684,0.001669227,0.460529],"category_scores_gemma":[0.006716223,0.0006597482,0.0006544018,0.001311958,0.0007007733,0.003139238,0.003298727,0.003557705,0.5432972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575368,"about_ca_system_score_gemma":0.00270765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009491153,"about_ca_topic_score_gemma":0.001379465,"domain_scores_codex":[0.9984928,0.0002255466,0.00008977272,0.0003465195,0.0006697418,0.0001756066],"domain_scores_gemma":[0.9962572,0.0003913957,0.0001291258,0.0003886146,0.00175884,0.001074877],"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":[0.00005931361,0.000171667,0.0002105085,0.0002024367,0.000002341091,0.00007933723,0.0001086467,0.00009498622,0.001853463,0.008898469,0.8410235,0.1472953],"study_design_scores_gemma":[0.000007336748,0.00005617643,0.0002897298,0.00007870225,0.000001375808,0.0001151848,0.00007128766,0.00009983275,0.0003425391,0.002753397,0.9961754,0.000008954383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002712108,0.003348659,0.1641031,0.02760328,0.05805749,0.005471915,0.009204745,0.02268961,0.7068092],"genre_scores_gemma":[0.006747843,0.002644746,0.04549224,0.005197258,0.006493225,0.002346396,0.00666976,0.003738476,0.9206701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.460529,"threshold_uncertainty_score":0.7694899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360624924603909,"score_gpt":0.2772757356391307,"score_spread":0.2536694863930916,"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."}}