{"id":"W4300048143","doi":"","title":"L'inventaire national du Patrimoine Géologique, un état des lieux.","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009353342,0.0006205318,0.000540586,0.000231279,0.001287648,0.0006463344,0.001696201,0.0008652813,0.005938374],"category_scores_gemma":[0.004000961,0.0006535337,0.0003563881,0.000668331,0.001122679,0.0004685861,0.0005902221,0.001488254,0.0007718127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007027796,"about_ca_system_score_gemma":0.0008534714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01530192,"about_ca_topic_score_gemma":0.04404654,"domain_scores_codex":[0.9899672,0.006315346,0.0009245083,0.001166551,0.0008844688,0.0007419094],"domain_scores_gemma":[0.9907113,0.002698133,0.0007976372,0.001420652,0.003913558,0.0004586941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000578479,0.0008441071,0.4029321,0.0003555115,0.0001801707,0.00005547913,0.005975931,0.0008854532,0.000795541,0.04886527,0.006516709,0.5325359],"study_design_scores_gemma":[0.001171554,0.000003569967,0.6186778,0.001347615,0.000128138,0.0001308205,0.0002973982,0.04939253,0.008311256,0.06850218,0.2508159,0.001221221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8098792,0.006983244,0.02763136,0.06403708,0.001516414,0.0009767299,0.0006956243,0.0003498799,0.08793045],"genre_scores_gemma":[0.8902372,0.005374327,0.07254183,0.0006125384,0.0002308861,0.00004545984,0.004692957,0.00003941562,0.02622543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313147,"threshold_uncertainty_score":0.9995916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729887305253783,"score_gpt":0.207887424140723,"score_spread":0.1905885510881851,"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."}}