{"id":"W4300003562","doi":"10.29173/pandpr29519","title":"Phenomenological and Artistic Research Practices","year":2022,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Psychology; Visual arts; Art","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003503438,0.0001667256,0.0002496488,0.0002614079,0.003423581,0.0002362337,0.0004085626,0.00004272325,0.02083769],"category_scores_gemma":[0.004290034,0.000153504,0.00002811548,0.0001646806,0.001856811,0.0005903291,0.001043767,0.00147484,0.0006332863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836633,"about_ca_system_score_gemma":0.0001551673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004610237,"about_ca_topic_score_gemma":0.00005697521,"domain_scores_codex":[0.9954177,0.002268833,0.0002936014,0.0005822703,0.0006849433,0.0007526097],"domain_scores_gemma":[0.994155,0.004682271,0.0003241573,0.0003499044,0.0003386166,0.0001500113],"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":[0.0004074047,0.0004577903,0.0001998085,0.00001325494,0.0001126629,0.0001354758,0.01970812,0.000003729629,0.00007829237,0.9677752,0.004869064,0.006239157],"study_design_scores_gemma":[0.0002977896,0.001005439,0.0001102135,0.000001599567,0.00004003759,0.0001220672,0.2111413,0.00007707718,0.000001983412,0.02967523,0.7573816,0.0001457458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04185096,0.003357142,0.00009007772,0.02108818,0.0001550903,0.0004182075,0.00004226974,0.0001142997,0.9328838],"genre_scores_gemma":[0.9808539,0.0002781688,0.0003999035,0.0009713233,0.0004365947,0.00040584,0.00001689291,0.00002735432,0.0166101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9390029,"threshold_uncertainty_score":0.9978738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.315474696561386,"score_gpt":0.4434809832334192,"score_spread":0.1280062866720331,"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."}}