{"id":"W6921418115","doi":"10.71892/11143/62","title":"Physique statistique I","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Field (mathematics); Planck; Plank","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":[0.002586538,0.0008767258,0.001107673,0.002380048,0.001764739,0.005697189,0.001108787,0.001962833,0.0410157],"category_scores_gemma":[0.006686596,0.0005129363,0.001254527,0.003023964,0.005079201,0.004703184,0.002361409,0.007388704,0.01344477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00397478,"about_ca_system_score_gemma":0.002247851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006701994,"about_ca_topic_score_gemma":0.002937036,"domain_scores_codex":[0.9974713,0.000766482,0.0001308166,0.0005068377,0.0009728657,0.0001516901],"domain_scores_gemma":[0.9972618,0.001389383,0.0001561187,0.000458355,0.0006575327,0.00007682385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001098523,0.000009357143,0.0002535636,0.0002076845,0.00002415483,0.00003792987,0.00020737,0.000483129,0.0002534928,0.8953928,0.07434285,0.02877668],"study_design_scores_gemma":[0.000005111677,0.00001162318,0.0006655928,0.0001517924,0.000008238188,0.0001345183,0.00006605649,0.001015286,0.0002378938,0.5021654,0.4955192,0.0000193273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004354578,0.1521336,0.1249636,0.05996262,0.02286061,0.0000819671,0.003987749,0.0008051499,0.6308501],"genre_scores_gemma":[0.1922526,0.1127801,0.05193475,0.02024479,0.02879787,0.0005500976,0.003925303,0.001539301,0.5879752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0410157,"threshold_uncertainty_score":0.1372113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129623528915756,"score_gpt":0.3084221081979988,"score_spread":0.2954597553064232,"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."}}