{"id":"W4409199590","doi":"10.22329/il.v45i1.8444","title":"Frustrated and Aware","year":2025,"lang":"fr","type":"article","venue":"Informal Logic","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Tartu Ülikool","keywords":"Political science; Sociology","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":[0.006935836,0.0004498374,0.0005559066,0.0009605642,0.004184252,0.008267859,0.0009041969,0.002754806,0.005178769],"category_scores_gemma":[0.02920332,0.0002971355,0.0004868042,0.0006608567,0.01608201,0.008556567,0.006628256,0.004843968,0.0008130136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003586452,"about_ca_system_score_gemma":0.001570631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708919,"about_ca_topic_score_gemma":0.001002133,"domain_scores_codex":[0.9861732,0.008144874,0.0005392407,0.001434998,0.002521652,0.001185984],"domain_scores_gemma":[0.9831572,0.007805544,0.003708537,0.001699747,0.002272373,0.001356546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003053349,0.0001092882,0.01667207,0.0004620398,0.0001352771,0.001641812,0.4071143,0.0006868463,0.004888703,0.5129039,0.01080714,0.04427324],"study_design_scores_gemma":[0.00006715833,0.0002116063,0.01647732,0.0007080198,0.0001625882,0.002019109,0.2594047,0.002994837,0.003022529,0.4706399,0.2440731,0.0002191852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5166029,0.005212665,0.05702991,0.07008242,0.001273065,0.0001121148,0.0001653462,0.0001833119,0.3493383],"genre_scores_gemma":[0.9917698,0.0003245369,0.001092282,0.002524973,0.0001078538,0.00002080387,0.0000283949,0.00003316713,0.004098237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008267859,"threshold_uncertainty_score":0.03668064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706731336458759,"score_gpt":0.2870231179197723,"score_spread":0.2399558045551847,"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."}}