{"id":"W1672143099","doi":"10.1016/j.quaint.2007.07.003","title":"","year":2007,"lang":"en","type":"article","venue":"Quaternary International","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002554216,0.0003968202,0.0002519622,0.0008389122,0.0001825727,0.0001818982,0.001720981,0.0001217462,0.0006853745],"category_scores_gemma":[0.000268932,0.0004017719,0.0002321498,0.0003964621,0.0001993419,0.001598411,0.0003151587,0.0003566829,0.003223053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007460131,"about_ca_system_score_gemma":0.00004699726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008857186,"about_ca_topic_score_gemma":0.0005239286,"domain_scores_codex":[0.9952661,0.00007020746,0.001055518,0.0007421242,0.00188795,0.0009781485],"domain_scores_gemma":[0.9979029,0.0002985393,0.000373577,0.0005349566,0.0004893661,0.0004006587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001752461,0.0004647099,0.78501,0.000003171278,0.0002471718,0.001180367,0.001061123,0.000309276,0.1901852,0.01244092,0.001012268,0.006333344],"study_design_scores_gemma":[0.003901288,0.0002141338,0.8460304,0.00004791498,0.00002103445,0.001119109,0.0007969692,0.007644662,0.1065799,0.004801763,0.0280742,0.0007686813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520857,0.00002432899,0.02728962,0.002372199,0.003007523,0.0002473966,0.00007481191,0.0008239678,0.01407442],"genre_scores_gemma":[0.9904738,0.000003795346,0.005178047,0.00122394,0.001544117,0.00002359023,0.0001855529,0.000121791,0.001245358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08360527,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982540084622954,"score_gpt":0.3203813496071579,"score_spread":0.3005559487609284,"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."}}