{"id":"W2121079060","doi":"10.7202/022761ar","title":"Modèles morphodynamiques de segmentation spatiale","year":2005,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007450537,0.0003203898,0.0002608848,0.000377109,0.000374295,0.0003641708,0.0007593409,0.0003879569,0.0001607219],"category_scores_gemma":[0.0001575716,0.0003583568,0.0002763264,0.001110147,0.002840865,0.00101912,0.00008321237,0.0004821965,0.0001236912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176678,"about_ca_system_score_gemma":0.001027764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030562,"about_ca_topic_score_gemma":0.005633732,"domain_scores_codex":[0.9977105,0.000339081,0.0004429854,0.0005214675,0.0003111264,0.0006748293],"domain_scores_gemma":[0.9984275,0.0001895134,0.0002403712,0.0005566676,0.0002524361,0.0003334792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003236555,0.0003848259,0.00409061,0.0001278422,0.0001040234,0.00005281257,0.00549699,0.0001734018,0.02294314,0.1916266,0.0130299,0.7619375],"study_design_scores_gemma":[0.001136744,0.0004404681,0.02343282,0.0002903307,0.0002325953,0.0004518428,0.0005403298,0.2521812,0.2557348,0.02347894,0.4404894,0.001590484],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03829344,0.007541206,0.9211212,0.02884771,0.0003258186,0.0003238504,0.00001449356,0.0005556566,0.002976645],"genre_scores_gemma":[0.5823618,0.007039047,0.3685801,0.005000376,0.001010796,0.0001863545,0.00003133699,0.00008131446,0.03570884],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.760347,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249779308735304,"score_gpt":0.232383546235541,"score_spread":0.219885753148188,"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."}}