{"id":"W6904883340","doi":"10.14288/1.0348820","title":"Discorder","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Diversity (politics); Distribution (mathematics); Nice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003075639,0.001442907,0.001381703,0.005152611,0.005735797,0.01495851,0.00419203,0.003123787,0.8623844],"category_scores_gemma":[0.02127295,0.001165543,0.0007957792,0.004365774,0.001375248,0.007720038,0.0061695,0.00274584,0.8459433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00440075,"about_ca_system_score_gemma":0.004572232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009163455,"about_ca_topic_score_gemma":0.0133535,"domain_scores_codex":[0.9958565,0.0005011701,0.0003184808,0.0004405397,0.002296581,0.0005868001],"domain_scores_gemma":[0.9854784,0.001931475,0.0005037503,0.003244142,0.006858855,0.001983426],"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":[0.0000258111,0.00001082561,0.00003918521,0.00006872426,6.477051e-7,0.0000252957,0.00005389771,0.0000101045,0.00008466799,0.001962641,0.9840394,0.01367897],"study_design_scores_gemma":[0.000005834065,0.000004773564,0.00006658801,0.00003358932,6.380487e-7,0.00003388587,0.00006498375,0.00001851267,0.00008551408,0.0003139715,0.9993665,0.000005293105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003186187,0.0003188764,0.001236912,0.002333361,0.0038552,0.0002907179,0.01243907,0.008312358,0.9708948],"genre_scores_gemma":[0.001315874,0.0002035166,0.0006446074,0.001463785,0.0005416271,0.0001875262,0.009049451,0.0039108,0.9826827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8623844,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246482805357793,"score_gpt":0.3033245678244958,"score_spread":0.2708597397709179,"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."}}