{"id":"W4411047861","doi":"10.1016/j.actaastro.2025.06.003","title":"An overlooked Schelling point candidate for optical SETI: ‘MiM’","year":2025,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Search for extraterrestrial intelligence; Point (geometry); Computer science; Physics; Aerospace engineering; Engineering; Astronomy; Mathematics; Geometry","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":[0.0003364548,0.0008032492,0.0005759362,0.001794353,0.002211595,0.001893244,0.001950947,0.003713823,0.01528605],"category_scores_gemma":[0.002471199,0.0002585551,0.000777376,0.0009347092,0.001807914,0.001072044,0.001879981,0.002037732,0.004233302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005376145,"about_ca_system_score_gemma":0.0005034524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007774879,"about_ca_topic_score_gemma":0.0009691908,"domain_scores_codex":[0.9997066,0.0000157678,0.00001457107,0.00008952623,0.00007040034,0.0001031636],"domain_scores_gemma":[0.9992597,0.0001258502,0.0001336578,0.0001416063,0.00009055702,0.0002486548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002517964,0.0003638284,0.1957743,0.0008386264,0.0002893618,0.3740042,0.001942107,0.001159814,0.100012,0.1048288,0.08448633,0.1337827],"study_design_scores_gemma":[0.0003106405,0.0007525578,0.08415981,0.0004172383,0.0003618408,0.6220173,0.002916801,0.007793886,0.03547969,0.1119585,0.1335977,0.0002341163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115906,0.002597019,0.0156512,0.02263195,0.002860908,0.0001600165,0.001558668,0.001451166,0.1414986],"genre_scores_gemma":[0.986238,0.0001952012,0.006427277,0.001877952,0.0004665689,0.00002452436,0.0004679881,0.0001470713,0.004155498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01528605,"threshold_uncertainty_score":0.05113697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081534602634386,"score_gpt":0.2941027426667379,"score_spread":0.283287396640394,"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."}}