{"id":"W7062143654","doi":"","title":"Se challenger pour apprendre ensemble","year":2021,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suite; Nova scotia; Video game; Archivist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001663257,0.0007586512,0.0006982966,0.0003541994,0.0005340714,0.00038633,0.001215519,0.0009392478,0.001165984],"category_scores_gemma":[0.00183574,0.0009636439,0.0003513906,0.0008402208,0.0001864714,0.0003773859,0.0003582797,0.001154392,0.000487572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003272875,"about_ca_system_score_gemma":0.0003609205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004768949,"about_ca_topic_score_gemma":0.007575961,"domain_scores_codex":[0.994533,0.002178481,0.0008941839,0.001094438,0.0005593126,0.0007405557],"domain_scores_gemma":[0.9927921,0.001238751,0.0004695121,0.002492984,0.002773729,0.0002329451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002053133,0.001022673,0.0004016489,0.001420156,0.0005265581,0.00007340165,0.05969287,0.005734906,0.1778823,0.3778298,0.007212555,0.3681825],"study_design_scores_gemma":[0.0007672617,6.876131e-7,0.0006932911,0.002707211,0.0001203057,0.00003525553,0.006120807,0.03095809,0.8775961,0.003974725,0.07579833,0.001227958],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1270158,0.03709269,0.6205456,0.01493432,0.002264492,0.0008749402,0.0001566623,0.002142221,0.1949733],"genre_scores_gemma":[0.4403865,0.01178246,0.2886484,0.00008224222,0.000132432,0.0003013966,0.00496371,0.0003554833,0.2533474],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6997137,"threshold_uncertainty_score":0.9997471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422742293766815,"score_gpt":0.2324370738005379,"score_spread":0.2182096508628698,"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."}}