{"id":"W2150252441","doi":"10.29173/irie246","title":"On Professional Informatical Action","year":2004,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Action (physics); Criticism; Field (mathematics); Engineering ethics; Epistemology; Informatics; Sociology; Political science; Social science; Law; Engineering; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02590096,0.0006459776,0.0006572031,0.002954768,0.00843691,0.01181548,0.001279755,0.009688362,0.005804296],"category_scores_gemma":[0.03044073,0.0003856641,0.0005413587,0.00183835,0.08853593,0.01224543,0.0102504,0.00719199,0.001419729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009170697,"about_ca_system_score_gemma":0.008580004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003037109,"about_ca_topic_score_gemma":0.001629894,"domain_scores_codex":[0.9523495,0.03538327,0.001175426,0.002600804,0.006410152,0.002080779],"domain_scores_gemma":[0.9690466,0.02190003,0.001793156,0.003020779,0.00294704,0.001292359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003682639,0.000005784142,0.00006913141,0.00001701225,0.000001275422,0.00001876644,0.002772353,0.00005823865,0.0000181673,0.9924015,0.001731103,0.002902914],"study_design_scores_gemma":[0.000009975001,0.00001441779,0.0001568001,0.0001676925,0.0000026966,0.00007441211,0.002869326,0.0002792996,0.0000747966,0.9142851,0.0820572,0.000008214153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0142624,0.009905874,0.05874212,0.1747932,0.00130944,0.0001080425,0.00003881738,0.00006692085,0.7407733],"genre_scores_gemma":[0.904064,0.007791586,0.01238059,0.0328082,0.002240019,0.0004709111,0.00005282075,0.0001110983,0.04008072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02590096,"threshold_uncertainty_score":0.136979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422963929706365,"score_gpt":0.4703680616590609,"score_spread":0.3861384223619972,"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."}}