{"id":"W4396223821","doi":"10.1007/s41207-024-00510-6","title":"Evaluating the properties of deinking paper sludge from the Mediterranean area for recycling in local areas as a soil amendment and to enhance growth substrates","year":2024,"lang":"en","type":"article","venue":"Euro-Mediterranean Journal for Environmental Integration","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Deinking; Amendment; Environmental science; Waste paper; Waste management; Mediterranean climate; Engineering; Law; Geography; Political science; Archaeology","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":[0.001047485,0.0001798521,0.0001761536,0.00006588929,0.0002017219,0.0001742122,0.000147352,0.00006598813,0.00002966402],"category_scores_gemma":[0.0001886783,0.0001047552,0.00007441362,0.00007604923,0.00008479554,0.0002552136,0.00002045147,0.0002568696,0.000002363897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009132575,"about_ca_system_score_gemma":0.00001401242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003470396,"about_ca_topic_score_gemma":0.00003947058,"domain_scores_codex":[0.9987256,0.00009919316,0.0005564556,0.0002070396,0.0002291744,0.0001825517],"domain_scores_gemma":[0.9994777,0.0002529041,0.00008429241,0.0001101859,0.00002215469,0.000052795],"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":[0.000299439,0.0000211786,0.00002249838,0.00006568283,0.00004343696,0.000001430429,0.007422944,0.02319882,0.859206,0.00002660835,0.0004128893,0.1092791],"study_design_scores_gemma":[0.0005154806,0.0007324177,0.0001371164,0.001991686,0.00009637565,0.00004997889,0.006695401,0.1855095,0.7999223,0.002294188,0.001795618,0.0002599592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840348,0.00171584,0.009492962,0.001451514,0.00259444,0.0006199962,0.00003450781,0.00002867951,0.00002722566],"genre_scores_gemma":[0.997708,0.0005675064,0.0002931713,0.00009998431,0.001058452,0.00009837235,0.00006015227,0.00003357502,0.00008082242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1623107,"threshold_uncertainty_score":0.4271793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07983123817297277,"score_gpt":0.3157912434215344,"score_spread":0.2359600052485616,"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."}}