{"id":"W6918114990","doi":"10.5885/45816ce-40cac672de6c47bd","title":"Snow cover height data, Tasiapik valley, Nunavik, Canada (2015-2020)","year":2023,"lang":"en","type":"dataset","venue":"Nordicana D","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Permafrost; Snow cover; Snow; Cover (algebra); Sample (material); Snow line","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003445864,0.0009758622,0.0005971509,0.002145439,0.001169684,0.001431208,0.001428522,0.0004819653,0.01275996],"category_scores_gemma":[0.001775799,0.0003596249,0.0005847851,0.007634074,0.0003514063,0.0004493336,0.0008090378,0.0007350056,0.01084645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007009651,"about_ca_system_score_gemma":0.01494952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9617893,"about_ca_topic_score_gemma":0.978915,"domain_scores_codex":[0.9995905,0.00002378527,0.00003421096,0.0001046825,0.0001421771,0.0001047326],"domain_scores_gemma":[0.9984786,0.00006446354,0.00009188559,0.0001264969,0.001075431,0.000163144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009937776,0.00002966961,0.0198806,0.0004717698,0.00009522503,0.00007520373,0.0002073357,0.001166767,0.0002557191,0.0007191148,0.9712015,0.005797611],"study_design_scores_gemma":[0.0001599937,0.00001495407,0.1397819,0.0005359436,0.00006515868,0.00008424925,0.0009806317,0.002139837,0.0006586218,0.0006225421,0.8548742,0.00008184584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001062603,0.00008444786,0.00003283775,0.00003426427,0.00001053145,0.000006695494,0.9979624,0.00007530413,0.0007310242],"genre_scores_gemma":[0.00360852,0.00008842785,0.0002219561,0.00002269828,0.000003070074,0.0000326682,0.994777,0.00003027605,0.001215393],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03821069,"threshold_uncertainty_score":0.0768714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553360678364063,"score_gpt":0.2846845925821201,"score_spread":0.2591509857984795,"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."}}