{"id":"W6946524612","doi":"10.34847/nkl.c95a00cz","title":"[Revue 3.0] Atelier « Recherche et IA »: Séance du 13 mars 2025","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Industrial Revolution; Context (archaeology); Staring","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":[],"consensus_categories":[],"category_scores_codex":[0.01332422,0.001759578,0.001258059,0.004807131,0.004607918,0.01817602,0.004477874,0.007867914,0.2289217],"category_scores_gemma":[0.01923984,0.001112245,0.002222678,0.003827488,0.002644452,0.01006022,0.01004772,0.006305897,0.1848806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105969,"about_ca_system_score_gemma":0.01685551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1174092,"about_ca_topic_score_gemma":0.09522881,"domain_scores_codex":[0.9875001,0.001622278,0.0005122963,0.001125841,0.007539642,0.001699829],"domain_scores_gemma":[0.9856173,0.001159321,0.0004840065,0.002070877,0.007761116,0.002907336],"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":[0.00007982757,0.00002283062,0.0001402368,0.0002132921,0.000009764251,0.0000599619,0.0002770842,0.0001626099,0.0006418914,0.0279494,0.9210154,0.04942773],"study_design_scores_gemma":[0.000006504283,0.000009440644,0.000166562,0.00009742585,0.000002219324,0.0000277022,0.00004044037,0.00006220613,0.0002429563,0.001623809,0.9977089,0.00001187723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001880392,0.01848296,0.04600062,0.07716982,0.04630959,0.0007432353,0.01782729,0.02979127,0.7617949],"genre_scores_gemma":[0.009573378,0.006047106,0.0164874,0.01278406,0.004851545,0.0005771289,0.01778863,0.01377195,0.9181189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2289217,"threshold_uncertainty_score":0.7658194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811744871879923,"score_gpt":0.4089718078201169,"score_spread":0.2277973206321246,"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."}}