{"id":"W4252678753","doi":"10.5194/acp-2017-718-rc2","title":"Review of Macdonald et al","year":2017,"lang":"fr","type":"preprint","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004362796,0.0009811835,0.001603356,0.00864211,0.0009927711,0.003652605,0.002347345,0.003071602,0.03576186],"category_scores_gemma":[0.03519099,0.0006093018,0.001346203,0.006121365,0.00130023,0.004110611,0.002733039,0.00312673,0.02167829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003044622,"about_ca_system_score_gemma":0.007874177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051102,"about_ca_topic_score_gemma":0.00616507,"domain_scores_codex":[0.9973993,0.0005268101,0.0005235703,0.0004000512,0.0009514449,0.0001989138],"domain_scores_gemma":[0.9846396,0.006611288,0.001027363,0.0008630392,0.005757692,0.001100976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087168,0.00003688173,0.0002201961,0.01013018,0.00009691203,0.0001407639,0.0001515726,0.0001033224,0.0001738242,0.004915919,0.6226528,0.3612689],"study_design_scores_gemma":[0.000006890445,0.00001293672,0.0002425158,0.006417296,0.00003284474,0.0003025336,0.00002659424,0.000008878882,0.00004762402,0.0008889202,0.9920033,0.000009617496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003175937,0.9245979,0.001333876,0.02812795,0.02847486,0.0001103459,0.001066409,0.0001218134,0.01584918],"genre_scores_gemma":[0.002416782,0.9317913,0.00193572,0.02541964,0.01974528,0.0001828091,0.001313126,0.0001856412,0.01700964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03576186,"threshold_uncertainty_score":0.1196353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628111738313116,"score_gpt":0.2804040526073315,"score_spread":0.2441229352242004,"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."}}