{"id":"W7135256324","doi":"","title":"Méthodes géophysiques appliquées à la recherche des ressources en eau en pays karstiques","year":2024,"lang":"fr","type":"dissertation","venue":"Dépôt Institutionnel de lUniversité de Tlemcen","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prospection; Karst; Nova scotia; Medium term","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003094374,0.0007137734,0.000753674,0.0004345617,0.001018817,0.000334539,0.0009380917,0.002182145,0.001049172],"category_scores_gemma":[0.0005613797,0.0007044233,0.0003769974,0.000647364,0.0009141088,0.0007264463,0.00007865368,0.001807887,0.001008364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679345,"about_ca_system_score_gemma":0.0008692516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05144792,"about_ca_topic_score_gemma":0.06223085,"domain_scores_codex":[0.9937021,0.003485435,0.0005572477,0.0008893976,0.0003863203,0.0009794957],"domain_scores_gemma":[0.9962445,0.002479743,0.0002869618,0.0003853433,0.0001892672,0.0004141504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001162304,0.0003685078,0.1043837,0.007043998,0.001876148,0.003761396,0.5126696,0.03695077,0.004239065,0.2565244,0.005876401,0.06514376],"study_design_scores_gemma":[0.001579432,0.0008869805,0.09349237,0.006453035,0.002242852,0.001287205,0.08787109,0.05798181,0.005392589,0.1265926,0.6127278,0.003492207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764057,0.01778192,0.006824731,0.0009963793,0.001290815,0.0006601518,0.000492238,0.000485792,0.09506235],"genre_scores_gemma":[0.9249336,0.01997985,0.02518944,0.0002099517,0.001163133,0.00002262351,0.001877643,0.00005770061,0.02656612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6068515,"threshold_uncertainty_score":0.999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07595378048113391,"score_gpt":0.299263545049379,"score_spread":0.2233097645682451,"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."}}