{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004451767,0.00007552337,0.0001108305,0.00009472077,0.0004558126,0.00006764884,0.000392829,0.00008426321,0.0006027126],"category_scores_gemma":[0.003719159,0.00005048825,0.00007914387,0.0002095781,0.0001598305,0.002033426,0.00004020463,0.0003350795,0.0004192939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235415,"about_ca_system_score_gemma":0.00059254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673963,"about_ca_topic_score_gemma":0.00003591413,"domain_scores_codex":[0.9974425,0.0001318216,0.0007967764,0.00003557375,0.001472671,0.0001206786],"domain_scores_gemma":[0.9978309,0.0004675707,0.0006145905,0.0001363,0.0009097155,0.00004093035],"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":[0.00001643906,0.00001094344,0.000005494016,0.000480232,0.00001233503,2.327815e-8,0.01627648,0.00007579119,0.000001536065,0.9720002,0.004083911,0.007036638],"study_design_scores_gemma":[0.0005507478,0.00005850393,0.000289299,0.00443117,0.00001444504,0.000004968809,0.019103,0.00007214198,0.0002679132,0.05257764,0.9224958,0.0001343098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01186761,0.0003266824,0.04460557,0.2520582,0.006847522,0.002489803,0.0001137464,0.0001618185,0.681529],"genre_scores_gemma":[0.9140666,0.01347786,0.0009601321,0.06994188,0.0003638981,0.0001367307,0.0003852032,0.000008305924,0.0006593715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9194226,"threshold_uncertainty_score":0.659928,"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."}}