{"id":"W7043228356","doi":"","title":"Shikun & Binui Reports Results for Second Quarter of 2013","year":2013,"lang":"en","type":"other","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Data collection; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001632132,0.0001565203,0.0002113197,0.0001743192,0.0000143609,0.00005858112,0.0003287817,0.000136157,0.001405105],"category_scores_gemma":[0.00003348197,0.0001344163,0.00008125269,0.00009532062,0.00001383917,0.00007884313,0.00005832957,0.00006935569,0.0002304708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001630816,"about_ca_system_score_gemma":0.0000722768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401484,"about_ca_topic_score_gemma":0.0003379789,"domain_scores_codex":[0.9989747,0.000005954446,0.0003425386,0.0003364415,0.0001575436,0.0001827523],"domain_scores_gemma":[0.9987324,0.00007733022,0.0002293946,0.0008053186,0.00008116388,0.00007432527],"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":[4.039736e-7,0.00001754885,0.000003184444,0.00006733841,0.00002298689,3.720549e-7,0.00008832914,0.0001310302,0.00004183393,0.01035976,0.989121,0.000146194],"study_design_scores_gemma":[0.00008046647,0.00001081424,0.00003558705,0.0000626009,0.000004166689,0.000008818012,0.00000346277,0.001233772,0.00002361066,0.000945526,0.9974119,0.0001792581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00001575156,0.0001766835,0.5291584,0.0006689799,0.001542051,0.0002620594,0.00001848698,0.000103587,0.4680541],"genre_scores_gemma":[0.0002656561,0.000009208774,0.2574031,0.00005723004,0.0002128424,0.00002940133,0.00004528129,0.00005980162,0.7419175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2738634,"threshold_uncertainty_score":0.9995077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137905210670218,"score_gpt":0.2537577714098081,"score_spread":0.2323787193031059,"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."}}