{"id":"W7099669139","doi":"","title":"By:","year":2012,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Subpoena; Object (grammar); Process (computing); Expert system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009359006,0.000938745,0.0006080652,0.0009371199,0.003690992,0.004941871,0.001114566,0.001629699,0.7259592],"category_scores_gemma":[0.002475878,0.0004377094,0.0004462058,0.001002054,0.0008081914,0.001095011,0.002281525,0.002083767,0.5260928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006152026,"about_ca_system_score_gemma":0.008680523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08136918,"about_ca_topic_score_gemma":0.2971245,"domain_scores_codex":[0.9992175,0.0001002315,0.00002747635,0.0002055904,0.0002332358,0.0002158488],"domain_scores_gemma":[0.9988816,0.00009312233,0.00003183408,0.00009442926,0.0005653668,0.0003336735],"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":[0.0002046998,0.00005136343,0.001578281,0.0001711372,0.00001205958,0.0002349391,0.0002014766,0.00007173696,0.001601289,0.002808758,0.9034807,0.08958347],"study_design_scores_gemma":[0.00001742078,0.00001793794,0.002073116,0.0001484194,0.000003750441,0.00005286038,0.0003026591,0.00003825738,0.0003067084,0.0003083835,0.996723,0.000007615274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004649763,0.002788992,0.0007508912,0.01623477,0.003459056,0.000340957,0.00937127,0.0006893359,0.9617149],"genre_scores_gemma":[0.004061077,0.0009347209,0.0002661108,0.001604277,0.00005500375,0.00006101654,0.001017814,0.0000903472,0.9919097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2740408,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247206295777648,"score_gpt":0.208983144965712,"score_spread":0.1965110820079356,"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."}}