{"id":"W3201182080","doi":"","title":"Exopolysaccharides et puce d’isolement : gluant, mais innovant!","year":2019,"lang":"fr","type":"article","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005033481,0.0004942828,0.0003466283,0.0004025512,0.0001741229,0.0003214353,0.0005578672,0.0001642064,0.005304186],"category_scores_gemma":[0.000970075,0.0005352756,0.0002558933,0.0005831125,0.0002482701,0.0001347852,0.0005488211,0.0003525896,0.0007859085],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146821,"about_ca_system_score_gemma":0.01659783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01216893,"about_ca_topic_score_gemma":0.3393334,"domain_scores_codex":[0.996796,0.0003268434,0.0007044859,0.0009211994,0.0007648424,0.0004866974],"domain_scores_gemma":[0.997975,0.0005877044,0.0005006066,0.0006104299,0.0001376871,0.0001886065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005031484,0.001106013,0.1248622,0.0004289587,0.0005890147,0.00001129926,0.002146936,0.0003761095,0.7005215,0.03708845,0.1296599,0.002706466],"study_design_scores_gemma":[0.001299895,0.0003844892,0.06274037,0.0001595915,0.00006523253,0.0000791587,0.0003011647,0.0003669675,0.101411,0.0001413146,0.8323721,0.0006787961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766753,0.01619643,0.002471942,0.06901074,0.001029352,0.0006637797,0.0003883261,0.00006616627,0.03349797],"genre_scores_gemma":[0.8765609,0.005604219,0.0007173143,0.005816938,0.0006501619,0.00008798454,0.0002337344,0.00009160513,0.1102371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7027121,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00803893922215757,"score_gpt":0.2282625545689714,"score_spread":0.2202236153468138,"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."}}