{"id":"W4398144521","doi":"10.20944/preprints202405.1201.v1","title":"<strong>Assessing the Influence of Market Dynamics on Supply Chain Sustainability in the Renewable Energy Sector</strong>","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Renewable energy; Sustainability; Dynamics (music); Economics; Supply chain; Natural resource economics; Business; Physics; Engineering","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":[0.008738583,0.0001719471,0.0001829939,0.001009573,0.002023911,0.003218827,0.0004968603,0.0006808281,0.01634526],"category_scores_gemma":[0.01972756,0.0001632762,0.0002079533,0.001521222,0.003009216,0.003906109,0.002122561,0.0008093108,0.001327949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533661,"about_ca_system_score_gemma":0.004688718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009226786,"about_ca_topic_score_gemma":0.01126272,"domain_scores_codex":[0.9950508,0.00331747,0.0001315593,0.0002317915,0.000943751,0.0003246342],"domain_scores_gemma":[0.9773188,0.01624301,0.001374611,0.001093712,0.002920186,0.001049534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002092949,0.000365846,0.05710959,0.001335401,0.00002527934,0.001641543,0.4481912,0.002220368,0.006902656,0.2283293,0.05604993,0.1976196],"study_design_scores_gemma":[0.00002582727,0.0001690132,0.03296473,0.0008747508,0.00001948742,0.0003573927,0.644627,0.004273787,0.008771798,0.05202072,0.2558244,0.00007110982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7406792,0.0006879239,0.02610022,0.02348673,0.00025468,0.001125712,0.002090935,0.0001403606,0.2054342],"genre_scores_gemma":[0.9679434,0.0002954427,0.006024851,0.000976091,0.00001557166,0.0006315829,0.0002371804,0.00007647341,0.02379944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634526,"threshold_uncertainty_score":0.05468035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600189322665987,"score_gpt":0.2819468648057251,"score_spread":0.2559449715790652,"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."}}