{"id":"W4390849275","doi":"","title":"Plan de gestion de données du Groupe thématique numérique Scol_IA Renouvellement des pratiques numériques et usages créatifs du numérique et IA","year":2023,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Group (periodic table); Plan (archaeology); Computer science; Business; Geography; Chemistry; Archaeology","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":[0.01244233,0.0009925994,0.0007565626,0.00562555,0.002143213,0.009429727,0.001375641,0.00167958,0.01534645],"category_scores_gemma":[0.01940989,0.0008543069,0.001558799,0.003795175,0.001615456,0.00363613,0.002548672,0.003478168,0.01131892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004699788,"about_ca_system_score_gemma":0.01856832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07577597,"about_ca_topic_score_gemma":0.0338852,"domain_scores_codex":[0.9911519,0.002421764,0.0007099551,0.001006784,0.004236644,0.0004728809],"domain_scores_gemma":[0.9867747,0.004633559,0.0007452579,0.002309685,0.004827784,0.0007090974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001094723,0.0003526019,0.01143494,0.001091482,0.0001205844,0.0005894225,0.007352924,0.02450553,0.02062587,0.2582691,0.0879987,0.5865641],"study_design_scores_gemma":[0.0002382543,0.0002800843,0.007922763,0.0005519951,0.00004003202,0.0003225558,0.002465126,0.02691442,0.0222769,0.02754517,0.9112252,0.0002174656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02843463,0.001410074,0.812859,0.005745126,0.0004513656,0.004264311,0.01909296,0.01870251,0.10904],"genre_scores_gemma":[0.09369633,0.001755446,0.7932948,0.0005582931,0.0001640276,0.004891632,0.03059425,0.002124368,0.07292081],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07577597,"threshold_uncertainty_score":0.1506698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.084145074439604,"score_gpt":0.2955321607881871,"score_spread":0.2113870863485831,"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."}}