{"id":"W7128574564","doi":"","title":"GSEA-1 : Matériau de référence certifié pour les algues marines moulues","year":2023,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Research council; Algae; Certified reference materials","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":[],"consensus_categories":[],"category_scores_codex":[0.003910135,0.001524513,0.001024411,0.005808559,0.001852246,0.001715414,0.002121456,0.001346393,0.03925077],"category_scores_gemma":[0.004380009,0.0004416881,0.0007255835,0.003687294,0.0007255822,0.001338974,0.001756843,0.001035902,0.03304267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371011,"about_ca_system_score_gemma":0.004394591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109312,"about_ca_topic_score_gemma":0.02430029,"domain_scores_codex":[0.9948974,0.000539545,0.0002299652,0.0005894403,0.003486225,0.0002573224],"domain_scores_gemma":[0.9969608,0.0001398014,0.0002493851,0.0004231185,0.002117027,0.0001098924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007376354,0.0002254096,0.005172745,0.00264568,0.0001107686,0.0003723076,0.0004449727,0.001689088,0.2777215,0.01678254,0.2467635,0.4473339],"study_design_scores_gemma":[0.00003279823,0.0001133609,0.005383881,0.0002239976,0.00003946101,0.000236828,0.0001341337,0.0006537295,0.09169579,0.001541498,0.8998995,0.00004503538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.09984196,0.02239239,0.2835425,0.002281312,0.00527045,0.002914092,0.164081,0.02041674,0.3992596],"genre_scores_gemma":[0.2266369,0.01440526,0.3082501,0.001932943,0.000606112,0.002190727,0.1588778,0.008709268,0.278391],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03925077,"threshold_uncertainty_score":0.1313069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360331837100233,"score_gpt":0.3646677897562956,"score_spread":0.2286346060462723,"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."}}