{"id":"W2730051156","doi":"","title":"Homeostatic Beliefs: Measurement and Future Applications","year":2009,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Data science; Psychology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001378142,0.0001649483,0.0002862207,0.00003535166,0.0002900655,0.00000810555,0.0001964765,0.0003612394,0.008747866],"category_scores_gemma":[0.000003260848,0.0002161482,0.000109377,0.00005439865,0.00004486156,0.0001066557,0.00002017216,0.000158771,0.00004182263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933619,"about_ca_system_score_gemma":0.00007195703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04124472,"about_ca_topic_score_gemma":0.1237098,"domain_scores_codex":[0.9990944,0.0000558753,0.0000888139,0.0002909267,0.0002954238,0.0001745748],"domain_scores_gemma":[0.9992568,0.00001315124,0.0002048251,0.0002520576,0.0001691551,0.0001040226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002309821,0.0001900193,0.00002723586,0.000154096,0.0001703584,0.000008475719,0.0843133,1.686465e-7,0.0001237558,0.01072029,0.005287009,0.8987743],"study_design_scores_gemma":[0.0009280638,0.0002173418,0.5883691,0.00008861947,0.0002994266,0.000002060668,0.2128408,0.000002641945,0.000004078143,0.0003286672,0.1965538,0.0003654205],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0222649,0.0272179,0.0003276257,0.00161969,0.000765385,0.0009472699,0.00004397799,0.0001058631,0.9467074],"genre_scores_gemma":[0.8195714,0.02208499,0.00238969,0.0002296966,0.00113033,0.000009782493,0.001086907,0.00007332174,0.1534239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8984089,"threshold_uncertainty_score":0.9921583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135032950369396,"score_gpt":0.2716990541233369,"score_spread":0.2581957590863973,"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."}}