{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005605847,0.001416613,0.001038647,0.002062544,0.000715867,0.002193248,0.001396662,0.001551428,0.1657889],"category_scores_gemma":[0.001075061,0.0004199854,0.0005868017,0.001514555,0.0005658452,0.001303332,0.001772168,0.001820889,0.1640946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424035,"about_ca_system_score_gemma":0.002192564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984903,"about_ca_topic_score_gemma":0.003648543,"domain_scores_codex":[0.9995463,0.00005256199,0.00002417405,0.0000887083,0.0002143315,0.00007384544],"domain_scores_gemma":[0.9995676,0.00004988387,0.00003376145,0.00006773971,0.0001964613,0.00008459934],"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":[0.00005206479,0.00002265333,0.0000435167,0.00102504,0.00001624668,0.00003861496,0.00001938333,0.0000407858,0.001035754,0.002796472,0.7932032,0.2017062],"study_design_scores_gemma":[0.000003490818,0.00000664477,0.00006849101,0.0001193862,0.000006472862,0.00004509786,0.000005570125,0.000003990322,0.0001079895,0.0002775545,0.9993537,0.000001628893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007461256,0.5782874,0.001278376,0.009701323,0.03533114,0.0001637955,0.001622001,0.000791791,0.372078],"genre_scores_gemma":[0.004604228,0.3313933,0.001146738,0.008528394,0.009238262,0.0001363161,0.00262645,0.0001955012,0.6421309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8342111,"threshold_uncertainty_score":0,"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."}}