{"id":"W4244581370","doi":"10.3828/catr.21.18","title":"REVIEWS","year":2007,"lang":"en","type":"article","venue":"Catalan Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003578956,0.0001637093,0.0005112632,0.00004562637,0.00003754252,0.00000923698,0.0002832159,0.00003071533,0.00153973],"category_scores_gemma":[0.0005402934,0.000124316,0.0001777616,0.000544664,0.00004311217,0.00009043726,0.0000479809,0.0001270896,0.194874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006511953,"about_ca_system_score_gemma":0.00001944348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006044465,"about_ca_topic_score_gemma":0.00001701691,"domain_scores_codex":[0.9986125,0.00007982408,0.0005628026,0.0002421716,0.0001720844,0.0003306083],"domain_scores_gemma":[0.9987843,0.00003921623,0.000194961,0.0007630591,0.00004619794,0.00017228],"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":[0.000001462405,0.00002077344,0.0002692089,0.004615764,0.000005926677,0.00002497624,0.00001684298,3.398868e-9,0.0003925192,0.0004054689,0.7525572,0.2416898],"study_design_scores_gemma":[0.00006191894,0.000008055503,0.0008719778,0.006653548,0.00005968015,0.00006889411,0.000001576677,9.728427e-8,0.0001846649,0.00002379731,0.9919124,0.0001534433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003783515,0.9559498,0.00008805106,0.0001980775,0.0001166571,0.0009456751,0.00001398867,0.0001385092,0.04217082],"genre_scores_gemma":[0.00224482,0.975876,0.001438748,0.01156072,0.0003915592,0.00009308218,0.0003920265,0.0001450982,0.007857909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2415364,"threshold_uncertainty_score":0.999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05751363736215542,"score_gpt":0.3718109058292028,"score_spread":0.3142972684670474,"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."}}