{"id":"W4390875174","doi":"10.1522/revueot.v32n3.1685","title":"Offrir aux PME régionales un outil d’autoaudit pour arrimer virage numérique et développement durable : le projet PME 4.0 au Saguenay–Lac-Saint-Jean","year":2024,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Chemistry; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009805963,0.0008650474,0.0008199549,0.0006901857,0.0006645378,0.0005312752,0.0006965932,0.0008701195,0.002480638],"category_scores_gemma":[0.0008770557,0.001033072,0.0003450711,0.001056828,0.0002941562,0.0008371467,0.0003454739,0.001326105,0.001385942],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01065621,"about_ca_system_score_gemma":0.00814607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07843102,"about_ca_topic_score_gemma":0.02030184,"domain_scores_codex":[0.9952067,0.0005258057,0.001316065,0.001063672,0.0004145083,0.001473255],"domain_scores_gemma":[0.9973828,0.0008848978,0.0002060813,0.0008927017,0.0002617968,0.0003716909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009738268,0.001851661,0.01420892,0.006526731,0.00352038,0.003516081,0.05230607,0.2171021,0.02425696,0.2072553,0.4020858,0.06727262],"study_design_scores_gemma":[0.001243114,0.0002128818,0.006358897,0.001491218,0.0002772486,0.0004412568,0.004139048,0.03401054,0.01000941,0.02394885,0.9163867,0.00148081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2011413,0.00570272,0.01163005,0.7685459,0.005543036,0.001999119,0.0003884051,0.00153091,0.003518582],"genre_scores_gemma":[0.8904002,0.0006239751,0.006741247,0.0004264167,0.00311797,0.0004058862,0.0003329954,0.0004406785,0.09751058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7681195,"threshold_uncertainty_score":0.9993916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386576226013563,"score_gpt":0.255272645358561,"score_spread":0.2314068830984254,"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."}}