{"id":"W4385357718","doi":"10.1051/itmconf/20235502004","title":"From Diagnosis to Melioration of Sustainable Development in SMEs: The SME-Sustainability Compass","year":2023,"lang":"en","type":"article","venue":"ITM Web of Conferences","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Compass; Sustainability; Architecture; Computer science; Business; Sustainable development; Process management; Knowledge management; Geography; Cartography; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441426,0.0001113637,0.0002427519,0.0002200549,0.0001071101,0.00008677749,0.0003259713,0.00003210359,0.0001395436],"category_scores_gemma":[0.0005430696,0.00007725335,0.00003673037,0.0009905879,0.00009863831,0.0003313337,0.0002619834,0.00005438723,0.00002142856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002789926,"about_ca_system_score_gemma":0.0002646555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00850138,"about_ca_topic_score_gemma":0.002820872,"domain_scores_codex":[0.9988815,0.00002341034,0.0003950863,0.0002025756,0.0002646142,0.000232861],"domain_scores_gemma":[0.9988284,0.0002668212,0.0001970865,0.0001746199,0.0005250201,0.000008076266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002794818,0.00005782474,0.9545764,0.0001635155,0.00002378685,0.000003446956,0.001454294,0.0004317749,0.00002887632,0.03365345,0.002237084,0.007341554],"study_design_scores_gemma":[0.0002105325,0.00001769664,0.8190309,0.00009767065,0.00001660902,1.313875e-8,0.05691966,0.0002793352,0.000886532,0.01552828,0.1068797,0.0001330396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988049,0.00009955977,0.00001308369,0.006903434,0.0001061625,0.0003880003,0.000002514601,0.00003266728,0.004405546],"genre_scores_gemma":[0.9994395,0.0000411231,0.00002288411,0.000174074,0.00008647564,0.0001446293,0.00001108688,0.000004323111,0.00007590165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355456,"threshold_uncertainty_score":0.9981011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294795157562744,"score_gpt":0.2675891817496332,"score_spread":0.2381096659933588,"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."}}