{"id":"W4409045655","doi":"10.30820/1664-9583-2025-1-7","title":"Èditorial","year":2025,"lang":"de","type":"article","venue":"Psychotherapie-Wissenschaft","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Counselling and Psychotherapy Association","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001569156,0.001610181,0.001501891,0.001429604,0.0006759252,0.0006952569,0.001692377,0.00122311,0.005481241],"category_scores_gemma":[0.0002309258,0.00177098,0.0009577888,0.003353456,0.0006810218,0.0004054585,0.0001243216,0.001602714,0.08905386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016813,"about_ca_system_score_gemma":0.0006299156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002020759,"about_ca_topic_score_gemma":0.00008242993,"domain_scores_codex":[0.9913405,0.000900411,0.001718258,0.002373797,0.001389022,0.002278053],"domain_scores_gemma":[0.9940857,0.0006183359,0.0006537968,0.003413262,0.0006023649,0.0006265218],"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":[0.003652394,0.001858474,0.002160356,0.0002822589,0.006582764,0.00009689295,0.002107523,0.0000332481,0.06716762,0.02551495,0.8797329,0.01081062],"study_design_scores_gemma":[0.007961334,0.0002712748,0.001466924,0.000774939,0.0007339712,0.000008668725,0.0002461756,0.0003628035,0.00366953,0.01359663,0.9693881,0.001519667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.04287996,0.2902094,0.004690594,0.02455827,0.4864275,0.005994907,0.001491342,0.00379178,0.1399562],"genre_scores_gemma":[0.651441,0.01891031,0.008310633,0.0126217,0.174493,0.0006972051,0.0004783449,0.003312131,0.1297356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.608561,"threshold_uncertainty_score":0.9996646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009097022371774883,"score_gpt":0.3123633071343613,"score_spread":0.3032662847625864,"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."}}