{"id":"W1524250652","doi":"10.7202/032533ar","title":"Accumulation et fonte de la neige en milieux boisé et déboisé","year":2007,"lang":"fr","type":"article","venue":"Géographie physique et Quaternaire","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Art; Forestry; Humanities; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003972207,0.000453351,0.0007020921,0.0009198108,0.001904423,0.00147409,0.0002954527,0.0005040483,0.002550603],"category_scores_gemma":[0.0005116391,0.0002501605,0.0003839982,0.0008902921,0.0006436129,0.0004043951,0.0004728982,0.0005515753,0.0004361331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367676,"about_ca_system_score_gemma":0.0007813259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2359707,"about_ca_topic_score_gemma":0.5088579,"domain_scores_codex":[0.9997317,0.00002375644,0.00000707979,0.00008302178,0.00007185279,0.00008259053],"domain_scores_gemma":[0.9992062,0.0001066204,0.0001570725,0.00002598793,0.0003367265,0.0001673199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003358138,0.0002677273,0.5692482,0.0007717941,0.0003853064,0.0007458754,0.008391663,0.0004746288,0.3776263,0.0003521825,0.0005950188,0.03778316],"study_design_scores_gemma":[0.00000382486,0.0003662659,0.9915822,0.00002078156,0.00004592496,0.00008875185,0.001016107,0.00006177051,0.00396216,0.00002997028,0.002808292,0.00001391169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958249,0.001260069,0.0002326185,0.0000546642,0.00001106976,0.0000146006,0.000440671,0.000009009109,0.002152391],"genre_scores_gemma":[0.9846786,0.001547105,0.0009627784,0.00009582892,0.00001065913,0.00003093108,0.0006184694,0.00001225035,0.01204337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359707,"threshold_uncertainty_score":0.4691945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080346082041125,"score_gpt":0.3159600552448183,"score_spread":0.2851565944244071,"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."}}