{"id":"W6939211843","doi":"10.60662/kgyr-1x92","title":"Transition from Industry 4.0 to Industry 5.0: A Focus on Key Concepts Applied in the Manufacturing Industry","year":2023,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Focus (optics); Key (lock); Industry 4.0; Manufacturing; Transition (genetics)","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":[0.005085662,0.0005886104,0.0002235549,0.001674709,0.00109345,0.005023556,0.001595378,0.00199057,0.01109707],"category_scores_gemma":[0.002096859,0.0003412741,0.0007386119,0.001302975,0.002097896,0.004083415,0.002977043,0.002885788,0.002804137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005709106,"about_ca_system_score_gemma":0.009280662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009424477,"about_ca_topic_score_gemma":0.01054369,"domain_scores_codex":[0.9986732,0.0002270531,0.00006252361,0.0001600194,0.0004474016,0.0004298843],"domain_scores_gemma":[0.9973717,0.0003094911,0.0002273951,0.0002529355,0.0007114307,0.001126956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002482017,0.000802463,0.007609735,0.0009480282,0.00001973498,0.0006594221,0.002740843,0.001742523,0.03579354,0.4516939,0.0488118,0.4489299],"study_design_scores_gemma":[0.00002922759,0.0007420052,0.01932054,0.0005308137,0.0000099465,0.0005075908,0.00200889,0.002008615,0.01160948,0.04392924,0.9192332,0.0000704326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2313366,0.02086435,0.1101723,0.1076538,0.002800499,0.000677251,0.0005683072,0.003608555,0.5223184],"genre_scores_gemma":[0.6367013,0.02134005,0.1556104,0.01781315,0.0009712882,0.000391535,0.001336078,0.0009567552,0.1648794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01109707,"threshold_uncertainty_score":0.04142272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601009195706735,"score_gpt":0.232793939795766,"score_spread":0.2167838478386986,"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."}}