{"id":"W2136189955","doi":"10.1017/s0068245411000037","title":"ROMAN POTTERY FROM AN INTENSIVE SURVEY OF ANTIKYTHERA, GREECE","year":2011,"lang":"en","type":"article","venue":"The Annual of the British School at Athens","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Arts and Humanities Research Council","keywords":"Pottery; Assemblage (archaeology); Archaeology; Geography; Period (music); Range (aeronautics); Ancient history; History; Art; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004492147,0.000133549,0.0002928598,0.00003219696,0.0005660257,0.00002057111,0.0008130921,0.000058767,0.003060807],"category_scores_gemma":[0.0001576111,0.00009487838,0.0001425156,0.00003843773,0.002229777,0.0002291571,0.0002847447,0.0002308964,0.0001070492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002457911,"about_ca_system_score_gemma":0.0000476949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04282627,"about_ca_topic_score_gemma":0.07190329,"domain_scores_codex":[0.9986777,0.0003565405,0.0003296452,0.0002016359,0.0002121121,0.0002223717],"domain_scores_gemma":[0.9984772,0.0001235284,0.0002695865,0.0005578428,0.0004996738,0.00007218718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007812328,0.0003823641,0.07651319,0.00003453685,0.0003996502,0.00005766112,0.7890188,0.000002058772,0.0005223536,0.005768887,0.1245973,0.00192202],"study_design_scores_gemma":[0.0003795912,0.0002346602,0.9653409,0.0001298555,0.00008224336,0.00003729379,0.009147209,0.000009499876,0.0001821065,0.005813392,0.01843879,0.0002045302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987646,0.0007809579,0.0000028716,0.0001782939,0.0009632953,0.000156267,0.0008768518,0.00002546476,0.009370018],"genre_scores_gemma":[0.9889379,0.00003925245,0.00001985317,0.00138586,0.0002673903,0.000003684368,0.0000356727,0.00002182562,0.009288621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8888276,"threshold_uncertainty_score":0.9978505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05422827493279279,"score_gpt":0.2222069292234279,"score_spread":0.1679786542906351,"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."}}