{"id":"W4413489051","doi":"10.64628/aam.rff6nu779","title":"Science fiction stories allow us to explore what we want, and what we reject with AI","year":2024,"lang":"en","type":"article","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Data science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008590784,0.0008901567,0.0005948673,0.002122213,0.01116514,0.01258314,0.001604395,0.008911253,0.009925419],"category_scores_gemma":[0.03099138,0.0002970794,0.000433252,0.001465769,0.04907731,0.01654373,0.006214209,0.01109267,0.001742556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452005,"about_ca_system_score_gemma":0.002134147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964303,"about_ca_topic_score_gemma":0.002880059,"domain_scores_codex":[0.9889417,0.00804893,0.0002382073,0.0004642391,0.001733255,0.0005735808],"domain_scores_gemma":[0.9387885,0.05228281,0.002391016,0.001858428,0.003077803,0.001601387],"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":[0.00002303482,0.00003168052,0.0004410302,0.000144196,0.00001253469,0.0003148797,0.06504738,0.000193359,0.0002319686,0.9120429,0.0177754,0.003741622],"study_design_scores_gemma":[0.00001769809,0.00002339006,0.0004485619,0.0003205544,0.0000119174,0.0003310397,0.06244734,0.0003719212,0.0006298593,0.5268028,0.4085728,0.00002224271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06233803,0.006178375,0.01730274,0.2941413,0.002387706,0.0001110194,0.0002633373,0.0000831425,0.6171943],"genre_scores_gemma":[0.9033619,0.003724176,0.007323803,0.03621081,0.001958924,0.0003030976,0.0002213643,0.0002592467,0.04663663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01258314,"threshold_uncertainty_score":0.04543298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07933575058037602,"score_gpt":0.3931073374522932,"score_spread":0.3137715868719172,"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."}}