{"id":"W4399417513","doi":"10.2139/ssrn.4854492","title":"Selling and Renting Mechatronics","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Renting; Mechatronics; Business; Manufacturing engineering; Computer science; Engineering; Artificial intelligence; Civil 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":[0.0004408085,0.0002907274,0.0006779281,0.0006785409,0.001195495,0.00332563,0.0006652583,0.001595289,0.05037154],"category_scores_gemma":[0.002718474,0.000342182,0.0006815509,0.0009726866,0.001285261,0.004404443,0.001099359,0.001525977,0.004705661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007368614,"about_ca_system_score_gemma":0.0004709216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516784,"about_ca_topic_score_gemma":0.001243854,"domain_scores_codex":[0.9995549,0.00008377845,0.00002111935,0.00009409553,0.0001800168,0.00006609432],"domain_scores_gemma":[0.9994285,0.000241481,0.00004302137,0.0001776268,0.00006230152,0.00004710684],"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":[0.0001257521,0.00009794461,0.001624173,0.0001779006,0.0000310478,0.0005305996,0.0005003845,0.004661525,0.005732846,0.8534902,0.01207338,0.1209541],"study_design_scores_gemma":[0.00002264746,0.00007950024,0.004227121,0.0001056916,0.00003617918,0.001554293,0.00113361,0.0344017,0.005447509,0.8296281,0.1233236,0.0000401714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2508872,0.00635196,0.09831817,0.005392576,0.001098359,0.00009218042,0.0004953811,0.0003893783,0.6369747],"genre_scores_gemma":[0.7796269,0.002330444,0.01150759,0.0001777968,0.000357258,0.00002181761,0.0002745539,0.0001931209,0.2055105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05037154,"threshold_uncertainty_score":0.1685095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006220742197104042,"score_gpt":0.2000002888630168,"score_spread":0.1937795466659127,"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."}}