{"id":"W6961188340","doi":"10.14288/1.0169537","title":"The Atlin Claim","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; George (robot); Subject (documents); Project commissioning; Privilege (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004138108,0.00004827273,0.00004851463,0.00000578611,0.0007770694,0.0002464166,0.0002472424,0.00002987593,0.0004136086],"category_scores_gemma":[0.00003274472,0.00003509812,0.00002062437,0.0003327048,0.0000286448,0.00004645398,0.00004656267,0.0000950903,0.00003415627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002205473,"about_ca_system_score_gemma":0.00001167073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631701,"about_ca_topic_score_gemma":0.0001318347,"domain_scores_codex":[0.9997156,0.000004521095,0.0000747123,0.0000630959,0.00003460527,0.0001075048],"domain_scores_gemma":[0.9997598,0.00005508511,0.000006662614,0.0001216284,0.00002022063,0.00003661706],"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":[0.00002016941,0.00004860288,0.000009580443,0.00001479099,0.00007125287,0.000001232493,0.000190874,0.00006585263,0.004585769,0.001054371,0.9900957,0.003841846],"study_design_scores_gemma":[0.0003740755,0.00003073459,0.00003747791,0.00003013572,0.00002401083,0.00001536337,0.0001739656,0.002597363,0.2490982,0.05488884,0.6924325,0.0002972859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001332738,0.0001393708,0.0003643855,0.00003326039,0.0001717063,0.00009334579,0.00000261508,0.0001474497,0.9977151],"genre_scores_gemma":[0.8361476,0.0001829566,0.0008705152,0.000059677,0.0001044407,0.0001678335,0.000002899775,0.00003318887,0.1624309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8352842,"threshold_uncertainty_score":0.5976669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249619375775136,"score_gpt":0.2156376413374721,"score_spread":0.1906757037599585,"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."}}