{"id":"W4386301492","doi":"10.25071/1497-3170.2280","title":"Congratulations UTP Grads!","year":2005,"lang":"en","type":"article","venue":"CORE","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002067061,0.001706753,0.001520219,0.001629399,0.004594915,0.006790637,0.00157612,0.003201882,0.2414083],"category_scores_gemma":[0.007740499,0.0005621015,0.001545122,0.0007123561,0.001009731,0.003903301,0.008108241,0.007431495,0.2202869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002142839,"about_ca_system_score_gemma":0.001626004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816816,"about_ca_topic_score_gemma":0.009506569,"domain_scores_codex":[0.9987264,0.0002255464,0.00005354358,0.0001814234,0.0005653304,0.0002477226],"domain_scores_gemma":[0.9948586,0.0003438226,0.0001510379,0.0003376229,0.00197777,0.002331138],"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":[0.00003177857,0.00001580997,0.00008847869,0.00001852007,0.000003577357,0.00002539409,0.00002585628,0.00003306668,0.00006081596,0.001282382,0.9896424,0.008771985],"study_design_scores_gemma":[0.0000106249,0.00002577686,0.0005719105,0.00005846737,0.000004716172,0.00003968532,0.0001445979,0.00007701392,0.00008986759,0.002661226,0.9963046,0.0000116081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002557856,0.009417412,0.001968171,0.2411788,0.591319,0.0002140322,0.004051383,0.001175836,0.1481175],"genre_scores_gemma":[0.005575959,0.002002239,0.0008027034,0.02153602,0.06705796,0.0001365167,0.001028019,0.0007775388,0.9010831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2414083,"threshold_uncertainty_score":0.8075913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046816445782979,"score_gpt":0.2305356521191238,"score_spread":0.1258540075408259,"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."}}