{"id":"W2970107697","doi":"10.31235/osf.io/whg93","title":"Conceptualizing Difference in SETI: Xenoanthropological Theory and Methods","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Search for extraterrestrial intelligence; Alien; Ontology; Epistemology; Ethnography; Sociology; Computer science; Philosophy; Anthropology; Astrobiology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001204818,0.0002173162,0.0003589457,0.000057165,0.00007784055,0.0001250472,0.0002698998,0.000136055,0.001976745],"category_scores_gemma":[0.00004947973,0.000155238,0.00006358052,0.00008032283,0.000784213,0.00004781623,0.0006402188,0.000384565,0.00002152748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001322425,"about_ca_system_score_gemma":0.00008718029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009599465,"about_ca_topic_score_gemma":0.00001684891,"domain_scores_codex":[0.998287,0.0005536469,0.0002419532,0.0005242481,0.00009590173,0.0002973077],"domain_scores_gemma":[0.9991614,0.0003610183,0.00009564634,0.0002639178,0.00002409918,0.00009398402],"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":[0.00008838221,0.0001250817,0.1190271,0.00002403121,0.00005644982,0.000003779431,0.002653111,0.00003014328,0.001457086,0.8070587,0.0006818899,0.06879427],"study_design_scores_gemma":[0.0005114825,0.0001062654,0.01933146,0.0001483355,0.00003122353,8.697351e-7,0.009319977,0.001343857,0.005321222,0.9622989,0.0009400022,0.0006463742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8087311,0.0002443265,0.1479704,0.0003489712,0.001085037,0.0003522561,0.00002394652,0.00005220342,0.04119182],"genre_scores_gemma":[0.9883231,0.00001705902,0.01049905,0.0001020764,0.0004481696,0.00002819893,0.00001367273,0.000008408405,0.0005602961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.179592,"threshold_uncertainty_score":0.9989356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05547854969295507,"score_gpt":0.4078395293716282,"score_spread":0.3523609796786731,"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."}}