{"id":"W7103316546","doi":"","title":"Review of &lt;i&gt;Great Plains Geology&lt;/i&gt; by Robert F. Diffendal","year":2017,"lang":"","type":"article","venue":"Insecta mundi","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visitor pattern; Herding; Tourism; Cover (algebra); Football","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001964879,0.0007698963,0.001914714,0.0001888276,0.003195279,0.0001370859,0.003459043,0.0008250332,0.004160699],"category_scores_gemma":[0.002,0.0007483992,0.0006802521,0.0003212229,0.00773407,0.0006328914,0.001433696,0.0006722583,0.0002537115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278274,"about_ca_system_score_gemma":0.0007933544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004930154,"about_ca_topic_score_gemma":0.1466162,"domain_scores_codex":[0.9935504,0.001095817,0.001518651,0.001221689,0.0008307923,0.001782676],"domain_scores_gemma":[0.9943566,0.0006428884,0.001883148,0.002145417,0.0003395308,0.0006324198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004663276,0.001786822,0.5549816,0.006523172,0.001164719,0.0003945203,0.01706657,0.00000272217,0.03161682,0.07862502,0.2694924,0.03787928],"study_design_scores_gemma":[0.001640164,0.0007643663,0.1932534,0.003791841,0.0003035963,0.0000554565,0.0000241604,0.00006142046,0.0001621936,0.001660067,0.7972417,0.001041691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7303401,0.1726593,0.0000423506,0.01016526,0.003697506,0.001260184,0.0004790161,0.0000805434,0.0812757],"genre_scores_gemma":[0.798005,0.1905068,0.0001677089,0.001641048,0.000711871,0.00006941963,0.0000595444,0.00005728405,0.008781386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5277493,"threshold_uncertainty_score":0.9994967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315042935480462,"score_gpt":0.2923290007181241,"score_spread":0.2691785713633195,"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."}}