{"id":"W4239869286","doi":"10.14430/arctic4346","title":"AINA News","year":2013,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"category_scores_codex":[0.00004604154,0.00005595661,0.00005568483,0.00003435114,0.0000313835,0.00002952463,0.00009437925,0.00001754884,0.003109004],"category_scores_gemma":[0.0001012836,0.00004912955,0.00002634155,0.0001273453,0.00002910923,0.0001667141,0.00002970794,0.00005916659,0.3866686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004521653,"about_ca_system_score_gemma":0.00001134714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897919,"about_ca_topic_score_gemma":0.0001551854,"domain_scores_codex":[0.9995126,0.00002646623,0.0000684884,0.0001072489,0.00009603034,0.0001891702],"domain_scores_gemma":[0.9995895,0.0000321457,0.0000221422,0.0002471386,0.0000403543,0.00006872063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002287431,0.0004010586,0.4818653,0.00008854487,0.0001312846,0.00003879712,0.00247971,0.00008898706,0.08543039,0.01471165,0.3599364,0.05480504],"study_design_scores_gemma":[0.0007501857,0.00009545728,0.8390406,0.00003032788,0.00003245758,0.00004057961,0.0002438608,0.001050645,0.001544003,0.03336709,0.123434,0.0003708428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659859,0.0000487409,0.000009417286,0.001059238,0.00009269336,0.0001734079,0.000001136728,0.0001604637,0.03246902],"genre_scores_gemma":[0.9955146,0.000001348405,0.0005404279,0.0005160572,0.00006205477,0.00002518174,0.000002433662,0.00003344618,0.003304489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3835596,"threshold_uncertainty_score":0.9978023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308657767330626,"score_gpt":0.2309887188799669,"score_spread":0.2179021412066606,"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."}}