{"id":"W7132398455","doi":"","title":"SPIE","year":2002,"lang":"","type":"article","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005802109,0.001158716,0.0008361736,0.001973895,0.001606596,0.002767497,0.001058462,0.001633515,0.5998353],"category_scores_gemma":[0.0008544624,0.0006157732,0.0005699739,0.000888899,0.0006038921,0.001725132,0.001201836,0.001425801,0.4619969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059853,"about_ca_system_score_gemma":0.0009473707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405795,"about_ca_topic_score_gemma":0.006593222,"domain_scores_codex":[0.9995721,0.00002494465,0.000008226297,0.00009096103,0.0002327441,0.00007105657],"domain_scores_gemma":[0.9994951,0.0000480792,0.00001173328,0.0001731197,0.0001951833,0.00007676296],"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":[0.0001229527,0.00008495164,0.0001731236,0.000113616,0.00001869257,0.00004504275,0.00002456244,0.0001804746,0.01046349,0.006081376,0.9094256,0.07326599],"study_design_scores_gemma":[0.00002328046,0.00005528347,0.0008414583,0.00007332354,0.00002595115,0.0001947629,0.00004014436,0.001726223,0.01844711,0.002714312,0.9758361,0.0000221486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002628019,0.0004804968,0.007122088,0.001205881,0.00228113,0.000101068,0.003342848,0.008632512,0.974206],"genre_scores_gemma":[0.009199547,0.000513024,0.003321061,0.0003010002,0.0001835774,0.00003636184,0.006088176,0.001547229,0.9788101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4001647,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687777143402027,"score_gpt":0.2433870164725103,"score_spread":0.20650924503849,"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."}}