{"id":"W4212833776","doi":"10.1016/j.aodf.2006.02.034","title":"Cliff Litvak","year":2006,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cliff; Geology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004371408,0.0008615711,0.000380622,0.001178619,0.001579025,0.002082021,0.000730099,0.001078756,0.6108429],"category_scores_gemma":[0.001602712,0.0002918945,0.0002546743,0.0006708167,0.0002988187,0.001501979,0.001892942,0.001391932,0.5199209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004861761,"about_ca_system_score_gemma":0.0007426926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002461731,"about_ca_topic_score_gemma":0.005487892,"domain_scores_codex":[0.9997336,0.00002752995,0.000007673395,0.00005823379,0.0001345554,0.00003841003],"domain_scores_gemma":[0.99943,0.00007181097,0.00002102655,0.00006777789,0.0002301945,0.0001792256],"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":[0.00002519722,0.0000124237,0.00008387012,0.00004531294,0.000001594413,0.00003493164,0.00004829207,0.00003285115,0.000286406,0.003087249,0.8640217,0.1323201],"study_design_scores_gemma":[0.000002100044,0.000003777265,0.00009789313,0.00002390045,0.000001052846,0.00005248093,0.00003362558,0.00002206029,0.00008903781,0.0003431437,0.9993289,0.000002099734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008836052,0.006773844,0.002849952,0.008418126,0.006552297,0.00004830059,0.0005626087,0.002212775,0.9716985],"genre_scores_gemma":[0.001068621,0.0008741377,0.0003151952,0.0005339747,0.0001363444,0.000008312123,0.0001004813,0.0001370906,0.9968259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3891571,"threshold_uncertainty_score":0.5550853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004957130765829396,"score_gpt":0.2161420829260975,"score_spread":0.2111849521602681,"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."}}