{"id":"W1582116369","doi":"10.5642/jhummath.201202.16","title":"On The Occasion Of Your Graduation","year":2012,"lang":"en","type":"article","venue":"Journal of Humanistic Mathematics","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Graduation (instrument); Mathematics education; Psychology; Medical education; History; Medicine; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001456202,0.0007421768,0.0008755953,0.0006653683,0.007978282,0.004145954,0.001383268,0.004252028,0.1240914],"category_scores_gemma":[0.007148384,0.0003350897,0.0007032875,0.000274766,0.001240273,0.001595154,0.003745378,0.00925035,0.08122902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172205,"about_ca_system_score_gemma":0.001968192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262274,"about_ca_topic_score_gemma":0.01245087,"domain_scores_codex":[0.9990337,0.0001107311,0.00003545583,0.0000863675,0.0002713676,0.0004623611],"domain_scores_gemma":[0.9910938,0.0001465789,0.0001966151,0.0002149573,0.001759603,0.006588452],"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":[0.0001261244,0.0001940392,0.002046437,0.00004744141,0.000006244997,0.001270124,0.0005125735,0.0000304214,0.0004560801,0.0008600379,0.9753787,0.01907185],"study_design_scores_gemma":[0.00003335369,0.0005072168,0.009900895,0.000227938,0.00001072724,0.001264724,0.007510337,0.0001233705,0.0005734998,0.001815176,0.9779907,0.00004205154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04067496,0.003613093,0.001346628,0.5453267,0.2769548,0.0004451055,0.001275372,0.001200092,0.1291633],"genre_scores_gemma":[0.06082547,0.00172264,0.0008517388,0.06590438,0.02197546,0.0001709166,0.0005899971,0.000290508,0.8476689],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1240914,"threshold_uncertainty_score":0.4151269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446602425338709,"score_gpt":0.3753076784992673,"score_spread":0.2306474359653964,"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."}}