{"id":"W1653392909","doi":"10.2218/forum.08.618","title":"On Dwarves and Scientists: Probing for Technological Ethics in the Creative Imagination of J.R.R. Tolkien","year":2009,"lang":"en","type":"article","venue":"FORUM University of Edinburgh Postgraduate Journal of Culture & the Arts","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent College","funders":"","keywords":"Theme (computing); Creatures; Sociology; Aesthetics; Philosophy of technology; Epistemology; Philosophy; History; Philosophy of science; Natural (archaeology); 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":[],"consensus_categories":[],"category_scores_codex":[0.0008917279,0.00006951447,0.0001479948,0.00008068515,0.0001994499,0.00002701322,0.0002901308,0.00003865982,0.000007213972],"category_scores_gemma":[0.0000864133,0.00003764857,0.00008683265,0.0002043583,0.0003119438,0.0002693484,0.00002167005,0.0002500475,8.949841e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001306346,"about_ca_system_score_gemma":0.00004898088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002927391,"about_ca_topic_score_gemma":0.000007858021,"domain_scores_codex":[0.9993806,0.00004419051,0.0001439044,0.00007999303,0.0002276176,0.0001236586],"domain_scores_gemma":[0.9992352,0.0001385492,0.0003147813,0.00007781343,0.0002098918,0.0000238148],"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":[0.002303967,0.001354142,0.01180043,0.00002497179,0.0002113387,0.00002456253,0.0984806,0.00155595,0.04136435,0.7366637,0.07333533,0.03288066],"study_design_scores_gemma":[0.005677989,0.00662019,0.0158144,0.001019834,0.0002977471,0.00004486768,0.2549903,0.0007922397,0.02523376,0.6613489,0.0277022,0.0004575787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535978,0.00007168383,0.002801396,0.03992067,0.00009899041,0.0003194111,0.00001591174,0.000003741501,0.003170432],"genre_scores_gemma":[0.9993015,0.00001470909,0.0003945985,0.00007994098,0.0000372291,1.149182e-7,0.000001728065,0.000001032318,0.0001691696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565097,"threshold_uncertainty_score":0.1535264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359200132718848,"score_gpt":0.2805214892873981,"score_spread":0.2569294879602096,"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."}}