{"id":"W4399257032","doi":"10.29173/eureka28827","title":"Featuring Fredrick Van Goor","year":2024,"lang":"en","type":"article","venue":"Eureka","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.00006643903,0.00006608762,0.00005125457,0.00005402399,0.0001504976,0.0002627576,0.00007684858,0.00001829924,0.003501464],"category_scores_gemma":[0.00001332377,0.00005543953,0.00003456736,0.00003221202,0.00004002684,0.0002254105,0.00001579552,0.0001094878,0.001980459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001689162,"about_ca_system_score_gemma":0.00002026808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002546542,"about_ca_topic_score_gemma":0.00002182189,"domain_scores_codex":[0.9996032,0.00001326389,0.00007975027,0.0001180555,0.00007538431,0.0001103829],"domain_scores_gemma":[0.9998031,0.00003293761,0.00001142871,0.0001047781,0.00001837735,0.0000294285],"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":[0.000001180549,0.00001627685,0.00001604356,0.00005451381,0.00001723388,0.000007309894,0.02568102,0.000001688472,0.00004243139,0.8705302,0.0959233,0.00770875],"study_design_scores_gemma":[0.00002714503,0.0000138797,0.000200089,0.00005354522,0.00001226827,0.0000036735,0.0004278578,0.0000589653,0.0001218939,0.09331179,0.9056911,0.00007777948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03322,0.003236974,0.00005041802,0.005965641,0.005663141,0.00008758809,0.0000184557,0.0003715562,0.9513862],"genre_scores_gemma":[0.9614837,0.00002043194,0.00005593021,0.0002344794,0.003033262,0.00001059966,0.0000137397,0.00001391547,0.03513394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9282637,"threshold_uncertainty_score":0.9987966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003960225104984,"score_gpt":0.240646498149328,"score_spread":0.2106068958982781,"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."}}