{"id":"W4237217605","doi":"10.1109/socc.2018.8618546","title":"2018 Technical Program Committee","year":2018,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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":[0.00006650504,0.00003577993,0.00003194425,0.00002284462,0.00004153065,0.00005779913,0.0003408534,0.00001874082,0.00002789218],"category_scores_gemma":[0.00001103928,0.00002968414,0.00001423684,0.0001416788,0.00002719495,0.00008872519,0.00009370238,0.00003730367,0.0002546472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001245251,"about_ca_system_score_gemma":0.00001871868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005095158,"about_ca_topic_score_gemma":0.000004554618,"domain_scores_codex":[0.9996532,0.000002733129,0.00005726418,0.00009722981,0.00008088828,0.000108652],"domain_scores_gemma":[0.9996636,0.00001761556,0.000006940887,0.0002284672,0.00003891865,0.00004447563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.185947e-7,0.00009274646,0.0003267523,0.000002452444,0.000003323361,6.21609e-7,0.00004473966,0.00003759272,0.0003579156,0.899703,0.06046423,0.03896637],"study_design_scores_gemma":[0.0001770008,0.0004553644,0.04184018,0.0000186451,0.000003343592,0.00004499151,0.00001379784,0.2553092,0.001827912,0.02059242,0.6793301,0.0003870604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008795044,0.00001074113,0.9230572,0.002696832,0.0004775475,0.00005717673,6.017604e-8,0.0003964991,0.07242442],"genre_scores_gemma":[0.4693193,8.375153e-7,0.5297559,0.0001951467,0.0001363523,0.000007945387,2.679513e-7,0.000002180347,0.0005820095],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8791106,"threshold_uncertainty_score":0.327306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970448083864356,"score_gpt":0.284160349270747,"score_spread":0.2644558684321034,"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."}}