{"id":"W37252090","doi":"10.1515/hf-2022-0189","title":"Wood color modification with iron salts aqueous solutions: effect on wood grain contrast and surface roughness.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205582,0.000289541,0.0001370548,0.000242716,0.0001277187,0.0002337568,0.0001266539,0.0002960144,0.0008623222],"category_scores_gemma":[0.0003343494,0.000200391,0.0002430008,0.0001074803,0.0001629962,0.000153605,0.0001373029,0.0003447191,0.000133762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285231,"about_ca_system_score_gemma":0.00007707155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006566807,"about_ca_topic_score_gemma":0.001717064,"domain_scores_codex":[0.9998518,0.00002545997,0.000007674638,0.000025696,0.00007019642,0.00001915176],"domain_scores_gemma":[0.9997985,0.00006398452,0.00004706768,0.00001131372,0.00006258254,0.00001662397],"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":[0.0000724404,0.0000190051,0.0002965491,0.0000533526,0.000004710234,0.00002035593,0.00002359445,0.00004606125,0.9976082,0.00001679877,0.00002634793,0.001812446],"study_design_scores_gemma":[0.000004675871,0.0003293855,0.005062869,0.000005233811,0.00001785889,0.00006776522,0.00003552654,0.0004373183,0.9932794,0.00001365806,0.000741101,0.000005252302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933873,0.001142818,0.003301234,0.00003851638,0.00003695507,0.00004432427,0.00009414129,0.00004887975,0.001905759],"genre_scores_gemma":[0.9910158,0.0006894903,0.005589459,0.00004746889,0.000006699478,0.0000280137,0.000113822,0.00001830002,0.002490944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008623222,"threshold_uncertainty_score":0.002884805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909950597327511,"score_gpt":0.2388662071755406,"score_spread":0.2197667012022655,"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."}}