{"id":"W7099047880","doi":"","title":"PAR JEAN-FRANÇOIS LEGAULT","year":2014,"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":"Diffuser (optics); Actuary; General interest","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":[0.001570124,0.001637654,0.000921816,0.001528116,0.002371286,0.005199276,0.001226642,0.003488485,0.1484119],"category_scores_gemma":[0.005550996,0.000471374,0.0006812019,0.0007360483,0.001882875,0.003331469,0.00269274,0.005077859,0.1128737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249892,"about_ca_system_score_gemma":0.003128334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00695205,"about_ca_topic_score_gemma":0.006177452,"domain_scores_codex":[0.9979785,0.000400369,0.00009259192,0.0006523528,0.0007006858,0.0001755004],"domain_scores_gemma":[0.998476,0.0004891071,0.0001320139,0.0001265854,0.000469942,0.0003063707],"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":[0.00007355677,0.00003411429,0.0005044796,0.0003696052,0.0000154923,0.0005104323,0.0007599833,0.0002865091,0.0007505184,0.0470561,0.8058257,0.1438136],"study_design_scores_gemma":[0.000002704595,0.000005557316,0.0001189749,0.00007349555,0.000001248032,0.0002671556,0.0000744991,0.0000352974,0.00008493909,0.0008787462,0.9984525,0.000004732185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003420293,0.1681413,0.009383942,0.1377484,0.07209722,0.0001198541,0.001085356,0.001817447,0.6061862],"genre_scores_gemma":[0.02099331,0.03291596,0.002998605,0.01783677,0.006551992,0.0001041472,0.0003490196,0.0008450765,0.9174052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8515881,"threshold_uncertainty_score":0.4964871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008481370568214866,"score_gpt":0.1958584143032523,"score_spread":0.1873770437350374,"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."}}