{"id":"W3083858953","doi":"10.1139/geomat-2020-0005","title":"Ontologie d’Alerte Choucas : de la modélisation des connaissances à un outil support d’un raisonnement géovisuel","year":2020,"lang":"fr","type":"article","venue":"GEOMATICA","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001920718,0.0003190465,0.0005043938,0.00008284229,0.001327284,0.0002340888,0.0004518865,0.0002735049,0.002518971],"category_scores_gemma":[0.0009966448,0.0003162304,0.0002015566,0.0007174161,0.002539589,0.0006120257,0.0001541199,0.0002319693,0.0009064966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722084,"about_ca_system_score_gemma":0.000242003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257032,"about_ca_topic_score_gemma":0.0003092354,"domain_scores_codex":[0.9965865,0.0006649558,0.0008655557,0.0003235223,0.0007113581,0.0008480799],"domain_scores_gemma":[0.9981613,0.0005586888,0.0004498156,0.0002320476,0.0002551536,0.0003429514],"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":[0.00003929629,0.0002483947,0.05684248,0.001096193,0.0008112752,0.00004613466,0.6213276,0.0003099667,0.00003431776,0.1755767,0.01356265,0.1301049],"study_design_scores_gemma":[0.002845518,0.0006656583,0.133661,0.0005385707,0.0005769935,0.0000531581,0.3176068,0.01140808,0.0004287543,0.08062208,0.4501135,0.001479853],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5020232,0.01365438,0.02275698,0.07071158,0.002353508,0.001837916,0.0001083009,0.0006879347,0.3858662],"genre_scores_gemma":[0.9926292,0.001078079,0.003380935,0.001608421,0.0003836051,0.0001164944,0.00001316857,0.00001805624,0.0007720342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490606,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06884568257180419,"score_gpt":0.3155559592609321,"score_spread":0.2467102766891279,"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."}}