{"id":"W4415472535","doi":"10.13068/2000-6217.18.1","title":"Teknikens faktiska värld","year":2025,"lang":"sv","type":"article","venue":"Arkiv Tidskrift för samhällsanalys","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Technology and society; Perspective (graphical); Public service; Service (business); World War II","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["insufficient_payload"],"category_scores_codex":[0.001016592,0.0007351298,0.0008159348,0.0008808707,0.000409274,0.0004656459,0.0008605598,0.0004799634,0.0063581],"category_scores_gemma":[0.0006990368,0.0008076861,0.0004796149,0.00243393,0.0001468956,0.0006141819,0.0001549884,0.0011833,0.006536348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964511,"about_ca_system_score_gemma":0.0004608595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670263,"about_ca_topic_score_gemma":0.0002462962,"domain_scores_codex":[0.9960805,0.0003963173,0.001074165,0.0008753036,0.0005397937,0.001033938],"domain_scores_gemma":[0.9965988,0.001053935,0.0002307754,0.001484395,0.0002517712,0.0003803426],"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":[0.00008799847,0.0005646151,0.00926013,0.0005920152,0.003171579,0.00007851283,0.001577396,0.005569964,0.005316062,0.03229541,0.8842175,0.05726881],"study_design_scores_gemma":[0.0007438246,0.00004954099,0.01746286,0.0002254416,0.001305083,0.00001660128,0.001009018,0.009470467,0.002138244,0.0009353547,0.9657921,0.0008514258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0174649,0.01710869,0.02726943,0.02126153,0.01164811,0.001106574,0.0001831321,0.001180677,0.902777],"genre_scores_gemma":[0.8584368,0.001714861,0.002274384,0.002631421,0.0005712193,0.00006016593,0.00009571268,0.0001152177,0.1341002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8409719,"threshold_uncertainty_score":0.9994374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269118190759615,"score_gpt":0.2821719062414844,"score_spread":0.2694807243338883,"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."}}