{"id":"W2585467633","doi":"10.1016/j.quaint.2008.03.009","title":"","year":2008,"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":["insufficient_payload"],"category_scores_codex":[0.0003484512,0.0004053172,0.0002956831,0.0005484429,0.0004012988,0.0000740233,0.001736259,0.00009764852,0.0009440193],"category_scores_gemma":[0.000198997,0.0004072267,0.0002609099,0.0003153459,0.0003935828,0.001915512,0.0003224992,0.0003217036,0.00547105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004842028,"about_ca_system_score_gemma":0.0001056505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009983443,"about_ca_topic_score_gemma":0.00005348899,"domain_scores_codex":[0.9958162,0.0001382375,0.0007899716,0.00076479,0.001829565,0.0006612662],"domain_scores_gemma":[0.9982256,0.0001289001,0.0003090465,0.0005771382,0.0004529758,0.0003063346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007468342,0.0005318942,0.9207761,0.000002295909,0.0002584205,0.002498107,0.002104649,0.001174601,0.0634149,0.002639713,0.005446075,0.0004064068],"study_design_scores_gemma":[0.004979543,0.00025246,0.8946156,0.00003823751,0.00001655508,0.0109326,0.0002291577,0.03115894,0.03087859,0.001968946,0.02403945,0.0008899141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847647,0.00003269076,0.001658518,0.003533857,0.001972422,0.0002326848,0.0001329626,0.0009112845,0.006760864],"genre_scores_gemma":[0.9917955,0.00003662301,0.002938881,0.001058795,0.001051336,0.0001084908,0.0002244377,0.0001223194,0.002663612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03253631,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081254317823452,"score_gpt":0.2868388817318341,"score_spread":0.2460263385535996,"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."}}