{"id":"W7051799310","doi":"","title":"Plant des ressources : trouver des outils pour vous enraciner et grandir en équilibre à l'UQAC","year":2025,"lang":"fr","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plant production; Scientific development; Phoenix dactylifera","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":[],"category_scores_codex":[0.000194724,0.0006799607,0.0006602922,0.0005354501,0.0005867844,0.0001529627,0.0005084915,0.0006181467,0.03752678],"category_scores_gemma":[0.0001500187,0.0007717295,0.0002877999,0.0004569985,0.0006411919,0.0002235306,0.0001635525,0.0005599381,0.000588466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006965686,"about_ca_system_score_gemma":0.0006357172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005473514,"about_ca_topic_score_gemma":0.02353737,"domain_scores_codex":[0.9979518,0.0001630858,0.0004439339,0.0006300588,0.000261576,0.0005495626],"domain_scores_gemma":[0.9973199,0.001484546,0.0002302209,0.00052672,0.0001729196,0.0002656769],"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":[0.0002299375,0.0007164794,0.04205782,0.001990939,0.002695426,0.0003114576,0.03900726,0.1835302,0.002012982,0.06904946,0.4772533,0.1811447],"study_design_scores_gemma":[0.001947298,0.0000537365,0.03728819,0.001483474,0.0009100591,0.00007178782,0.00166168,0.04772544,0.0006625602,0.001571541,0.9053637,0.001260554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1310531,0.003074229,0.01209823,0.002952017,0.0004169686,0.0006779112,0.00109911,0.0004577165,0.8481707],"genre_scores_gemma":[0.7555106,0.003988589,0.003579788,0.0002053377,0.0003323833,0.00001120486,0.000400024,0.0002410818,0.235731],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6244574,"threshold_uncertainty_score":0.9994734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008156352483791537,"score_gpt":0.184453241673284,"score_spread":0.1762968891894925,"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."}}