{"id":"W6904902239","doi":"10.14288/1.0169834","title":"The Atlin Claim","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; George (robot); Subject (documents); Project commissioning; Privilege (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001113442,0.00005355247,0.00005946408,0.00002275387,0.001455547,0.0005943362,0.00025493,0.000017137,0.0004632815],"category_scores_gemma":[0.00000900039,0.00004118251,0.00003793426,0.0004638942,0.00002322821,0.00005489546,0.00004233893,0.00008380708,0.00007087038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280488,"about_ca_system_score_gemma":0.00001075268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181619,"about_ca_topic_score_gemma":0.001398038,"domain_scores_codex":[0.9996659,0.00001534934,0.00008960339,0.00007236176,0.00003523816,0.0001215703],"domain_scores_gemma":[0.999709,0.00002449351,0.000008706031,0.0002088156,0.00001742342,0.00003160369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002709754,0.00001110518,0.00004862376,0.000001869726,0.00008504148,0.000001352183,0.000245299,0.0004564212,0.0003458034,0.00005956438,0.9958614,0.002880789],"study_design_scores_gemma":[0.00018503,0.00001714844,0.0003588804,0.00001084951,0.00005116257,0.00002280359,0.0003260994,0.02077906,0.004601837,0.001638253,0.9718041,0.0002048153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007632623,0.00009608756,0.004560882,0.00009473747,0.000312997,0.0001303063,0.000004292567,0.0001581034,0.9938793],"genre_scores_gemma":[0.3960108,0.0001839772,0.002793115,0.00008056925,0.00008449312,0.0002151381,0.00000316501,0.00003984561,0.6005889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3952475,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297512633949396,"score_gpt":0.2141376523891026,"score_spread":0.1911625260496086,"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."}}