{"id":"W4409985764","doi":"10.32396/usurj.v10i1.814","title":"Homage to a Protector Needed","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008355416,0.0005234812,0.0002121134,0.0008072967,0.01006399,0.002855316,0.0004341001,0.001291707,0.02666524],"category_scores_gemma":[0.001596797,0.0001939404,0.0002736572,0.0003277989,0.005792676,0.002778271,0.004361775,0.002333233,0.002764727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271474,"about_ca_system_score_gemma":0.0008890697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325405,"about_ca_topic_score_gemma":0.01110586,"domain_scores_codex":[0.9993649,0.0002147904,0.00001156992,0.00009139412,0.0001606828,0.0001566546],"domain_scores_gemma":[0.9994839,0.00009540634,0.00007407484,0.00008251063,0.00007723942,0.0001868434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001727951,0.0001427231,0.0124509,0.000301033,0.00003299413,0.004714675,0.4063227,0.0001992035,0.01078449,0.2437971,0.1853616,0.1357198],"study_design_scores_gemma":[0.000007150543,0.00008704095,0.004064213,0.0002423742,0.00001087217,0.003238758,0.1639755,0.00009834037,0.00185197,0.005090144,0.8213091,0.00002446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3067032,0.001116988,0.004510114,0.01549458,0.002306405,0.00007364729,0.000107207,0.0002889142,0.669399],"genre_scores_gemma":[0.7672058,0.0005533166,0.002010626,0.002725211,0.0002218119,0.0000216558,0.00004376211,0.0001239407,0.2270939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02666524,"threshold_uncertainty_score":0.08920413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931156125049688,"score_gpt":0.3273882568265604,"score_spread":0.2980766955760635,"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."}}