{"id":"W7152638562","doi":"10.70675/b5ef5840zdb18z40b9zaffaz5b0f45657541","title":"Préconcentration du Co et de l'As par des procédés minéralurgiques et l’agromine à partir de résidus miniers âgés : impact des contraintes physico-chimiques et minéralogiques","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Limiting; Agrégation","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","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002806494,0.001749947,0.0015968,0.0004442676,0.0006534377,0.001428481,0.0005530787,0.001238796,0.000831388],"category_scores_gemma":[0.00242447,0.001621279,0.001039522,0.000514927,0.0005636542,0.002044523,0.00005384466,0.001826644,0.00003991634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261669,"about_ca_system_score_gemma":0.002329689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454675,"about_ca_topic_score_gemma":0.009095504,"domain_scores_codex":[0.9928229,0.002041772,0.001759898,0.001171024,0.0005040389,0.001700326],"domain_scores_gemma":[0.9959899,0.001455519,0.0007283689,0.0005227481,0.0005936119,0.0007098241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002364605,0.001873536,0.0147611,0.005772506,0.003641732,0.0001361065,0.08999866,0.009836501,0.7785665,0.04584843,0.006317995,0.04088231],"study_design_scores_gemma":[0.002320478,0.001687869,0.07799997,0.005210049,0.001203586,0.0002093753,0.01505863,0.0556148,0.8144031,0.02041049,0.002595166,0.003286495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266818,0.001931376,0.02166969,0.0009818388,0.0004087269,0.001754293,0.0001851069,0.000875337,0.04551185],"genre_scores_gemma":[0.9648713,0.01127396,0.01574611,0.001344622,0.0003087139,0.0003998539,0.003134013,0.0001940843,0.002727338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07494003,"threshold_uncertainty_score":0.9996082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838214438397045,"score_gpt":0.3430643986645672,"score_spread":0.3246822542805968,"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."}}