{"id":"W7078701434","doi":"10.57745/kgdpvf","title":"BDD_TYPO_CARC_Données.csv","year":2025,"lang":"fr","type":"dataset","venue":"Recherche Data Gouv France","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001549305,0.004219671,0.002298901,0.006979642,0.001553572,0.004564227,0.004658133,0.004366833,0.1561169],"category_scores_gemma":[0.011111,0.001493311,0.002204663,0.01066984,0.0007808462,0.002748634,0.002616277,0.00313741,0.1858799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003864316,"about_ca_system_score_gemma":0.005287006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07709459,"about_ca_topic_score_gemma":0.08172072,"domain_scores_codex":[0.9979512,0.0003131121,0.0002465544,0.0005977949,0.0005696604,0.0003218557],"domain_scores_gemma":[0.9957865,0.001373405,0.0002964553,0.00111506,0.001034446,0.0003941778],"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":[0.00004282242,0.00001236814,0.0001873214,0.00053912,0.00002061565,0.00001145434,0.00001707281,0.0002242746,0.00007950711,0.0006260719,0.9971259,0.001113374],"study_design_scores_gemma":[0.0001893836,0.0000115933,0.0009837033,0.0002393332,0.00001895715,0.00004093982,0.0000613375,0.0005552959,0.0003811561,0.001318875,0.9961646,0.00003477942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004170016,0.00005589439,0.00005860353,0.00006594152,0.00002127075,0.00000592031,0.998524,0.0006915068,0.000535231],"genre_scores_gemma":[0.0002646931,0.00007019898,0.0003027699,0.0000409471,0.000006253021,0.00004139138,0.9985247,0.000219007,0.0005299742],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8438831,"threshold_uncertainty_score":0.5222631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2786234179224814,"score_gpt":0.372819181914086,"score_spread":0.09419576399160468,"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."}}