{"id":"W6939078262","doi":"10.60692/1e8d8-xfe86","title":"The most sustainable high entropy alloys for the future","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Compatibility (geochemistry); Sustainable development; High entropy alloys; Entropy (arrow of time); Sustainable production","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005891055,0.0002524795,0.0002258249,0.0009723108,0.0007062316,0.001873225,0.0003443149,0.0005977486,0.007938576],"category_scores_gemma":[0.0006837219,0.000159976,0.0001843154,0.0007007312,0.0005129363,0.001970855,0.0007158362,0.0004553048,0.001738213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126826,"about_ca_system_score_gemma":0.00109039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253628,"about_ca_topic_score_gemma":0.004505586,"domain_scores_codex":[0.9997721,0.00003933659,0.00001178383,0.00003050165,0.0001172959,0.00002892253],"domain_scores_gemma":[0.999759,0.00004496804,0.00005610193,0.00002886181,0.00007994013,0.00003110561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006907889,0.0003307785,0.02826145,0.001892179,0.00009563783,0.0007992052,0.001084024,0.01660877,0.4667235,0.2397143,0.0146528,0.2291465],"study_design_scores_gemma":[0.00005296888,0.0007235763,0.02899759,0.0006577207,0.0001554837,0.0007410721,0.006083485,0.02341914,0.2471411,0.1917812,0.5001296,0.0001171879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7534018,0.02330771,0.03626766,0.009950092,0.000370535,0.0001350479,0.001890804,0.0003663888,0.1743098],"genre_scores_gemma":[0.953384,0.006291599,0.02529453,0.0004326502,0.00003893859,0.00003298793,0.0005667834,0.00009138686,0.01386703],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007938576,"threshold_uncertainty_score":0.02655715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315360949817653,"score_gpt":0.1843971025997872,"score_spread":0.1712434931016107,"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."}}