{"id":"W4210303039","doi":"10.14430/arctic4258","title":"AINA News","year":2012,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arctic Institute of North America","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001341137,0.0000531244,0.00005203765,0.00003188507,0.00003244446,0.000008506257,0.00006830413,0.00001758357,0.0006399476],"category_scores_gemma":[0.0001130067,0.00004811992,0.00002681582,0.0001260574,0.00002350586,0.0001967263,0.00002838853,0.00005813595,0.1241444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005746732,"about_ca_system_score_gemma":0.000008065989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003509028,"about_ca_topic_score_gemma":0.00005024641,"domain_scores_codex":[0.9994558,0.00003302007,0.00005851912,0.0000648979,0.00009815857,0.0002896224],"domain_scores_gemma":[0.9996114,0.00003256274,0.00002155584,0.0002139465,0.00001532423,0.0001051729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001588313,0.0001960182,0.9574578,0.00001985373,0.00003025044,0.000003940231,0.001607851,0.000005680494,0.007515916,0.01026769,0.01768482,0.005194339],"study_design_scores_gemma":[0.0003677017,0.00002919684,0.6643724,0.00001307174,0.00003816604,0.00004258184,0.0001346384,0.00004192221,0.001460793,0.00176586,0.3315301,0.0002035557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605534,0.0003128232,0.00001535073,0.0002924741,0.000272142,0.00008254701,0.00000240036,0.0001539176,0.03831496],"genre_scores_gemma":[0.9975776,0.000001599552,0.0004544933,0.0003217691,0.0002250236,0.000005822611,0.000002765654,0.00003420993,0.001376715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3138453,"threshold_uncertainty_score":0.8765376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718571593618312,"score_gpt":0.2739805823427836,"score_spread":0.2467948664066005,"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."}}