{"id":"W4231776955","doi":"10.29173/pandpr25359","title":"Editorial","year":2015,"lang":"en","type":"editorial","venue":"Phenomenology & Practice","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00182127,0.0003284655,0.0005303696,0.0002034651,0.0004321635,0.0001352693,0.0006592908,0.0006179286,0.002325122],"category_scores_gemma":[0.009070328,0.000289862,0.00006765303,0.00004750453,0.001244931,0.0009069886,0.0001219773,0.001718085,0.004143957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558483,"about_ca_system_score_gemma":0.001530159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000627385,"about_ca_topic_score_gemma":0.0002625886,"domain_scores_codex":[0.9970011,0.0001787189,0.0003971913,0.0005668984,0.001341103,0.0005150205],"domain_scores_gemma":[0.9957396,0.001465542,0.0005117703,0.0004912744,0.001572738,0.0002190455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001490005,0.0001023501,4.173608e-8,0.00001889157,0.00007791808,0.00001917126,0.02306466,2.011119e-7,0.000002592672,0.0062581,0.9695577,0.000749371],"study_design_scores_gemma":[0.0005952975,0.0005145801,9.147449e-9,0.00002018149,0.0002600638,0.000002601081,0.006256322,3.378078e-7,1.489289e-7,0.001162242,0.9908844,0.0003037879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000001080139,0.001162945,0.000001355838,0.001451298,0.6104931,0.0001043592,0.00004760463,0.00009176897,0.3866465],"genre_scores_gemma":[0.000007532603,0.0002483133,0.00006652651,0.00054347,0.9256257,0.00003850578,0.0002048086,0.00004395256,0.07322121],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3151326,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350230859023522,"score_gpt":0.2984127135455567,"score_spread":0.2633896276432044,"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."}}