{"id":"W7132252180","doi":"","title":"SPIE","year":2003,"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":[0.0005859612,0.001175484,0.0008805928,0.001973109,0.001640847,0.002773857,0.001133033,0.001610275,0.6036147],"category_scores_gemma":[0.0008794344,0.000623635,0.0006121545,0.0009247516,0.0006268889,0.001793567,0.001279652,0.001473497,0.4772534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159291,"about_ca_system_score_gemma":0.001074107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003977153,"about_ca_topic_score_gemma":0.00749873,"domain_scores_codex":[0.999548,0.00002409873,0.000008647845,0.00009235838,0.0002520687,0.00007472879],"domain_scores_gemma":[0.9994636,0.00004923077,0.00001271005,0.0001827124,0.0002124927,0.00007927804],"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":[0.0001209463,0.00007897478,0.0001736551,0.0001119494,0.00001870793,0.00004572488,0.00002476426,0.0001794155,0.01039813,0.00588166,0.9121379,0.07082821],"study_design_scores_gemma":[0.00002300551,0.00005322811,0.0008337692,0.00007187026,0.0000266777,0.0002089342,0.00004144038,0.001649706,0.01982467,0.002922518,0.9743216,0.00002261207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002476299,0.0004791271,0.00739086,0.001155599,0.002163643,0.0001010796,0.003499836,0.009196628,0.973537],"genre_scores_gemma":[0.009545741,0.0005403272,0.003480996,0.00029178,0.0001867162,0.00003867704,0.006388889,0.001703104,0.9778237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3963853,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137298313850601,"score_gpt":0.2559668928017929,"score_spread":0.2345939096632869,"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."}}