{"id":"W7124456543","doi":"10.52202/083101-0047","title":"Modular Interlocking Panels for Lunar Habitats","year":2025,"lang":"","type":"article","venue":"","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"","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":[0.000315069,0.0005660353,0.0003711078,0.0004030541,0.0007375684,0.0007706137,0.001444779,0.0006616565,0.02754297],"category_scores_gemma":[0.0006970722,0.0003384826,0.0004768455,0.0003891558,0.0004830532,0.001522484,0.003523459,0.0008716534,0.004984452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847171,"about_ca_system_score_gemma":0.0002783638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004408121,"about_ca_topic_score_gemma":0.001022641,"domain_scores_codex":[0.9997045,0.00005738148,0.00001046041,0.00007390842,0.00005686135,0.00009675958],"domain_scores_gemma":[0.999339,0.00008343643,0.00004177768,0.0002969327,0.00008057222,0.000158212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001893512,0.0006235664,0.006935563,0.000555964,0.0001407417,0.0006726638,0.0007609722,0.1207696,0.1491801,0.05829765,0.02698665,0.6331831],"study_design_scores_gemma":[0.0003783437,0.00271992,0.01495411,0.0004947109,0.0002475267,0.001264717,0.001534882,0.4831837,0.08477926,0.1435889,0.2665944,0.0002596432],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2380603,0.0005569137,0.6872329,0.000377002,0.0005586265,0.0002863762,0.0009818849,0.009359025,0.06258707],"genre_scores_gemma":[0.8183503,0.0002451916,0.1622274,0.0001350323,0.00006433604,0.000237509,0.0008812075,0.000648865,0.01721017],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02754297,"threshold_uncertainty_score":0.09214044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224043569598911,"score_gpt":0.264224843222721,"score_spread":0.2419844075267319,"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."}}