{"id":"W4247002063","doi":"10.5194/tc-2020-119-rc1","title":"Review Ochwat et al.","year":2020,"lang":"en","type":"peer-review","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002283823,0.0008939544,0.0015783,0.006677291,0.000749973,0.00364476,0.001796969,0.00185426,0.05813253],"category_scores_gemma":[0.01649535,0.00045897,0.0009303782,0.00473043,0.0006271444,0.003110791,0.001787717,0.00161527,0.0257042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436777,"about_ca_system_score_gemma":0.009045364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983514,"about_ca_topic_score_gemma":0.00475827,"domain_scores_codex":[0.9984437,0.000240005,0.000339571,0.0002264815,0.0006118733,0.0001383908],"domain_scores_gemma":[0.9931463,0.002223157,0.0008501933,0.0003072153,0.002921708,0.0005514598],"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":[0.00009756982,0.00004182705,0.0003854117,0.04971581,0.0001710802,0.0002679662,0.0001940285,0.00009986856,0.0002739897,0.001898316,0.5597026,0.3871517],"study_design_scores_gemma":[0.0000110522,0.00001514695,0.0003943158,0.01449044,0.0001170393,0.0004483678,0.00004440802,0.000009069137,0.00005408113,0.0003290428,0.9840783,0.000008711379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003348847,0.9465033,0.0004735437,0.01225142,0.02218917,0.0002123728,0.001283868,0.0001209818,0.01663048],"genre_scores_gemma":[0.00228892,0.9664593,0.0007258312,0.007171246,0.008011954,0.0001360619,0.001320015,0.00005779793,0.01382886],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9418675,"threshold_uncertainty_score":0.1944727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.075033788193225,"score_gpt":0.3018938705287946,"score_spread":0.2268600823355696,"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."}}