{"id":"W7031590606","doi":"","title":"Feast","year":2009,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Object (grammar); Perspective (graphical); Poetry; Asceticism; Consumption (sociology)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001078212,0.0002075921,0.0002773714,0.001249058,0.003144304,0.0002472636,0.0007611679,0.0003501174,0.00117888],"category_scores_gemma":[0.0003588678,0.0002493154,0.0001501993,0.002371793,0.0004782677,0.0003019611,0.00004466894,0.0009503356,0.00005427143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032223,"about_ca_system_score_gemma":0.002427127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1094784,"about_ca_topic_score_gemma":0.623597,"domain_scores_codex":[0.9965258,0.0008770105,0.0002188775,0.0005295935,0.001110681,0.0007380717],"domain_scores_gemma":[0.9981033,0.0002207774,0.0001762028,0.0003868017,0.0008584475,0.0002544751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000833666,0.000896005,0.07010625,0.0003430422,0.0007232602,0.001523328,0.1293757,0.000002736154,0.001895,0.4766265,0.2753797,0.04229484],"study_design_scores_gemma":[0.0001870953,0.00008060298,0.1350812,0.00007411578,0.00002716156,0.000001299684,0.1450265,5.180147e-7,0.0006386895,0.0007463841,0.7178603,0.0002761607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2558748,0.0002626681,0.000002136026,0.002156222,0.001363847,0.0003475505,0.000003517839,0.0001298713,0.7398594],"genre_scores_gemma":[0.555311,0.0003783958,0.000009189787,0.00002330025,0.001102073,0.000002268741,0.00007464381,0.00001661185,0.4430826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5141186,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047690881240318,"score_gpt":0.3607576987747066,"score_spread":0.3202807899623034,"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."}}