{"id":"W1761673743","doi":"10.7202/032539ar","title":"Variations de la forme des versants le long d’un cours d’eau miniature","year":2007,"lang":"fr","type":"article","venue":"Géographie physique et Quaternaire","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001276097,0.00043344,0.0003453002,0.0002394888,0.0005715701,0.0002540881,0.0005235102,0.000352743,0.0001033366],"category_scores_gemma":[0.00002348829,0.000436702,0.0004736249,0.001105559,0.00191514,0.0009537239,0.0001732795,0.0005016229,0.0002883993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546786,"about_ca_system_score_gemma":0.00005275822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08117326,"about_ca_topic_score_gemma":0.255987,"domain_scores_codex":[0.9971163,0.0004001646,0.0004130565,0.0005809093,0.0004416475,0.001047913],"domain_scores_gemma":[0.9987797,0.0001591939,0.0001871832,0.000454839,0.00003271656,0.0003863251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006747319,0.0008198089,0.6938731,0.0001001002,0.0005315191,0.0003113279,0.00915268,0.0006350004,0.008106996,0.004569493,0.002595059,0.2792374],"study_design_scores_gemma":[0.0006660064,0.00007377344,0.9652392,0.0001342934,0.0002912395,0.00006794347,0.000787905,0.0000615017,0.007820634,0.02268706,0.001660832,0.0005096409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456972,0.0008493625,0.04346431,0.006028804,0.0004181242,0.0002077215,0.0000102934,0.0001012731,0.00322288],"genre_scores_gemma":[0.9909939,0.001526723,0.003889033,0.0005406033,0.0001928265,0.00001747381,0.00003811617,0.00006165657,0.002739699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2787278,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006905251063979034,"score_gpt":0.2474959141475118,"score_spread":0.2405906630835328,"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."}}