{"id":"W4416848653","doi":"10.29173/pandpr29604","title":"Everything that is Real Actively Gives Itself","year":2025,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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"],"consensus_categories":[],"category_scores_codex":[0.0006641429,0.0002713148,0.0003028111,0.0006444734,0.0004598512,0.0001730908,0.001348528,0.0002856276,0.00007861207],"category_scores_gemma":[0.000614795,0.0002865607,0.00005951237,0.001018354,0.0002439289,0.003839071,0.000785301,0.001028658,0.0005616401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514276,"about_ca_system_score_gemma":0.0002153121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008885009,"about_ca_topic_score_gemma":0.000007638376,"domain_scores_codex":[0.9977362,0.0003281728,0.0003506787,0.0008273249,0.0002259175,0.000531666],"domain_scores_gemma":[0.9970706,0.001072763,0.00047401,0.0009285783,0.0004169846,0.00003706193],"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":[0.0001188282,0.0002758973,0.0009927521,0.00001717774,0.0005503254,0.0000626355,0.006555946,0.000005145992,0.009249518,0.9530057,0.005391736,0.02377431],"study_design_scores_gemma":[0.002120986,0.0007284191,0.01757682,0.0001141472,0.0002985554,0.0005414265,0.009460208,0.002647235,0.05876029,0.2111488,0.6953201,0.001283012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07992084,0.0005473876,0.3532854,0.1274093,0.003195629,0.0005745775,0.000005232746,0.001483872,0.4335778],"genre_scores_gemma":[0.9443464,0.0002074276,0.0378204,0.01345438,0.00008299685,0.00008441827,0.000004345204,0.00001959145,0.003980024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8644256,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726285515655388,"score_gpt":0.3289111017724528,"score_spread":0.3016482466158989,"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."}}