{"id":"W4401456222","doi":"10.29173/pandpr29564","title":"Explorative Note on Phenomenology, Truth, and Correctness","year":2024,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenomenology (philosophy); Correctness; Epistemology; Philosophy; Psychology; Computer science; Algorithm","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006660828,0.0003403017,0.0004477347,0.0002403016,0.0005083493,0.0002646319,0.0002297119,0.0002006127,0.0005730059],"category_scores_gemma":[0.0007311171,0.0003013936,0.00007314602,0.00009669289,0.001661925,0.000937678,0.000123519,0.001100998,0.001158629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009186919,"about_ca_system_score_gemma":0.0001379567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071811,"about_ca_topic_score_gemma":0.0001130855,"domain_scores_codex":[0.9977355,0.0005136289,0.0003648552,0.000714356,0.0001682987,0.0005033868],"domain_scores_gemma":[0.9952207,0.003921853,0.0001744779,0.0003838687,0.000194886,0.0001041914],"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":[0.0001783961,0.0001651403,0.000005506366,0.00007204039,0.0002827641,0.00008544608,0.09866185,0.00000452467,0.00007378033,0.886418,0.001724094,0.01232843],"study_design_scores_gemma":[0.000375458,0.0009571312,0.00001259141,0.00004478804,0.0002574997,0.00005203007,0.03671649,0.00009789426,0.0000621116,0.1461312,0.8149326,0.0003601454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04695791,0.01218516,0.0006984685,0.04521506,0.01482075,0.0006439972,0.0001067454,0.0008328134,0.8785391],"genre_scores_gemma":[0.9787223,0.001130901,0.000499609,0.006644198,0.002143189,0.0001554457,0.00004191819,0.00008875127,0.01057365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9317644,"threshold_uncertainty_score":0.9999438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07833873274901937,"score_gpt":0.3310338849085447,"score_spread":0.2526951521595253,"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."}}