{"id":"W6989936608","doi":"","title":"2012 Commencement Program","year":2012,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceremony; State (computer science); Work (physics); Quarter (Canadian coin); Degree (music)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005254805,0.00108556,0.0005983898,0.002167965,0.005173286,0.006358411,0.00200401,0.00252748,0.4233274],"category_scores_gemma":[0.00929519,0.0005044665,0.0006464001,0.00131289,0.0006373458,0.002247942,0.00570044,0.004129322,0.2446031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004519947,"about_ca_system_score_gemma":0.0117671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468769,"about_ca_topic_score_gemma":0.04412387,"domain_scores_codex":[0.9962457,0.0003763203,0.00009167267,0.0003986392,0.001832543,0.001055155],"domain_scores_gemma":[0.9847014,0.0004435136,0.0002976692,0.0007905753,0.00559902,0.008167781],"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":[0.0001538889,0.0001598261,0.0004332897,0.00006526305,0.000002615995,0.00008770351,0.00014059,0.00004271259,0.0007053498,0.003535583,0.9549827,0.03969042],"study_design_scores_gemma":[0.0000100547,0.00004221231,0.00152639,0.00002740397,0.000001335288,0.00001731585,0.0001206408,0.00004466995,0.0002912985,0.000262649,0.9976482,0.000007933333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00733074,0.001520871,0.003934885,0.03240472,0.03063676,0.0014885,0.01112952,0.003585833,0.9079682],"genre_scores_gemma":[0.008635174,0.0005149525,0.001214802,0.002671362,0.001980998,0.0005137034,0.00373755,0.0005466919,0.9801849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4233274,"threshold_uncertainty_score":0.8225535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490903401693492,"score_gpt":0.2157602631296377,"score_spread":0.2008512291127028,"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."}}