{"id":"W4392819837","doi":"","title":"Safety considerations of seaweed in Senegal: heavy metals hazards","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Environmental science; Heavy metals; Environmental chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00394794,0.000147731,0.0002368658,0.0005921928,0.0002099301,0.0002504781,0.0003162034,0.00007087711,0.000525918],"category_scores_gemma":[0.001309359,0.0001582454,0.00009218871,0.001468657,0.0001064029,0.0005781046,0.0003549974,0.0001135012,0.00009081814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002615689,"about_ca_system_score_gemma":0.00004320047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990068,"about_ca_topic_score_gemma":0.002913074,"domain_scores_codex":[0.998316,0.0003981602,0.0004842259,0.0002977774,0.0002767941,0.0002270459],"domain_scores_gemma":[0.9976441,0.0004757991,0.000284539,0.0006263023,0.0009513859,0.00001788308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001548737,0.0002489806,0.007019297,0.0001753605,0.00004168348,0.000005356508,0.0008313883,0.0007073011,0.001182068,0.9645428,0.01441695,0.01081329],"study_design_scores_gemma":[0.003501542,8.739931e-7,0.0674319,0.001714098,0.0001800477,0.000003663305,0.001168415,0.467746,0.05711731,0.07908676,0.3205922,0.001457264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09165941,0.0001947137,0.1174307,0.03696759,0.0002462927,0.001226915,0.00002669824,0.00164905,0.7505986],"genre_scores_gemma":[0.9751999,0.000161328,0.01272574,0.0004932461,0.00002881365,0.00004636083,0.0002774494,0.00003256549,0.01103454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8854561,"threshold_uncertainty_score":0.6453059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661365020583556,"score_gpt":0.2294076932210826,"score_spread":0.212794043015247,"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."}}