{"id":"W7110846890","doi":"10.5281/zenodo.17870316","title":"Stratégie sur les PID au Canada: Vision, Mission et Principes","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PID controller; Control theory (sociology); Control (management); Control system; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.004782599,0.0007070292,0.000488854,0.002147765,0.01558775,0.01193972,0.001855306,0.003675869,0.008675981],"category_scores_gemma":[0.007973566,0.0004401007,0.0005250924,0.004227216,0.007754946,0.003392991,0.00519769,0.005670556,0.0008134003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1372991,"about_ca_system_score_gemma":0.442653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899626,"about_ca_topic_score_gemma":0.9927966,"domain_scores_codex":[0.9906481,0.00107987,0.0001722816,0.00055499,0.00442868,0.00311606],"domain_scores_gemma":[0.9914357,0.0004838781,0.0002462449,0.0001399891,0.005017642,0.002676496],"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":[0.00006805086,0.00007081199,0.00703216,0.0003805886,0.0000514219,0.0004168259,0.009216902,0.002524188,0.0007390096,0.6978807,0.1679768,0.1136425],"study_design_scores_gemma":[0.00002085119,0.00004056096,0.01242787,0.0008182166,0.00002600716,0.0001715407,0.01328952,0.001089255,0.0005458342,0.03846152,0.9330059,0.0001030569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05951513,0.02748558,0.01654068,0.3342499,0.001573618,0.0003714559,0.00183239,0.0003823965,0.5580489],"genre_scores_gemma":[0.6770086,0.02403815,0.01553761,0.02783166,0.0002790955,0.0001990879,0.0007372978,0.0001379041,0.2542306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9981447,"threshold_uncertainty_score":0.996179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870442708670222,"score_gpt":0.3044156171233069,"score_spread":0.2557111900366048,"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."}}