{"id":"W165456439","doi":"10.71781/13462","title":"Applicabilité de la texture couleur à la différentiation des classes d’occupation du territoire sur des images satellitales multispectrales","year":2010,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008853169,0.0005010341,0.0004697392,0.0001305145,0.0008437844,0.001623107,0.0005417521,0.0008720808,0.001733709],"category_scores_gemma":[0.000399264,0.0004271562,0.0001683686,0.0002243707,0.0007813161,0.0007822592,0.0000290616,0.0007135381,0.0002567323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003558737,"about_ca_system_score_gemma":0.0003429345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01714689,"about_ca_topic_score_gemma":0.1568311,"domain_scores_codex":[0.997269,0.0006869665,0.0004866051,0.0007240513,0.0003140783,0.0005193151],"domain_scores_gemma":[0.9976662,0.001249643,0.000336399,0.0003365513,0.0001743977,0.0002368044],"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":[0.0001386371,0.0001398976,0.3428027,0.000160224,0.00004795856,0.00003413705,0.005201532,0.0004030527,0.003835284,0.000006264919,0.0001740502,0.6470562],"study_design_scores_gemma":[0.0005062136,0.0001182647,0.9287605,0.0004694569,0.0001810238,0.0001150712,0.002249581,0.008791882,0.008790369,0.0005549846,0.04888976,0.000572929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980044,0.002172125,0.0002125738,0.00008204246,0.0004053842,0.0005730427,0.000380052,0.00001244019,0.01611833],"genre_scores_gemma":[0.9664828,0.002385976,0.01928389,0.00001397792,0.0003410861,0.000003653151,0.004916974,0.00002935999,0.006542333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6464833,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657346602439119,"score_gpt":0.2737701681273166,"score_spread":0.2571967021029254,"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."}}