{"id":"W6889723168","doi":"10.25676/11124/14498","title":"Innovators and the development of mini-mills for steel recycling: lessons for the development of a circular economy from the steel industry","year":2022,"lang":"en","type":"report","venue":"Mines Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Circular economy; Sustainable development; Resource (disambiguation); Population; Sustainability; Value (mathematics); Resource efficiency","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":[0.006020348,0.000468795,0.0002486401,0.001131976,0.00292011,0.007114733,0.001493567,0.003630192,0.01276124],"category_scores_gemma":[0.005206001,0.0002735232,0.0005917537,0.000887714,0.00360706,0.005439038,0.002910087,0.002339504,0.001811075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006335364,"about_ca_system_score_gemma":0.01431141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006735942,"about_ca_topic_score_gemma":0.02349602,"domain_scores_codex":[0.99679,0.0009458992,0.0001002408,0.0003386786,0.001103562,0.0007215958],"domain_scores_gemma":[0.9945987,0.001572245,0.0004408265,0.0004004041,0.001561708,0.00142598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002605408,0.0006978704,0.01294664,0.0006255482,0.0000411472,0.0009128621,0.006834329,0.001937052,0.003049803,0.6409684,0.08540857,0.2463172],"study_design_scores_gemma":[0.00007504984,0.0007001651,0.01305798,0.0009042742,0.00004878768,0.0005355047,0.0111664,0.00221661,0.004996537,0.08291561,0.883313,0.00007007212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2369726,0.01903166,0.01945479,0.1572926,0.0007684162,0.0004906784,0.0004283574,0.0004301337,0.5651308],"genre_scores_gemma":[0.7290708,0.02110734,0.02707106,0.007786186,0.0002601227,0.0002170122,0.0005591357,0.0001524286,0.2137759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01276124,"threshold_uncertainty_score":0.04596651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08282778816148648,"score_gpt":0.3150984167347474,"score_spread":0.2322706285732609,"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."}}