{"id":"W4409207482","doi":"10.1177/036063251704700312","title":"Ship Shape","year":2017,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002005954,0.00008273908,0.00009082726,0.00002906491,0.001011516,0.0001811068,0.0003228395,0.00003427465,0.0007313187],"category_scores_gemma":[0.00003285971,0.00007453291,0.00003148807,0.000006731525,0.000199277,0.000164256,0.00009694341,0.00007508029,0.0006779433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008470606,"about_ca_system_score_gemma":0.00001105277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002513694,"about_ca_topic_score_gemma":0.0001348839,"domain_scores_codex":[0.9994037,0.00002761668,0.0001304562,0.0001925494,0.00008265765,0.000163027],"domain_scores_gemma":[0.9993092,0.00005800708,0.000138686,0.0004068268,0.00005106356,0.00003616062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001816475,0.00002800815,0.0003941997,0.0000140288,0.000009885413,0.000001571153,0.00362458,0.000001407667,0.002069144,0.8588911,0.001905381,0.1330426],"study_design_scores_gemma":[0.000316932,0.0001041903,0.001644671,0.00002287563,0.00002808221,0.000004761132,0.00029606,0.008539095,0.004848848,0.1675816,0.8162822,0.0003306942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04607137,0.000115637,0.06173426,0.006763146,0.0004191886,0.0008345317,0.000009213561,0.0004063798,0.8836462],"genre_scores_gemma":[0.9883003,0.000005165176,0.001276453,0.0002587709,0.0007436722,0.0001203741,0.00001080211,0.00001284927,0.009271596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.942229,"threshold_uncertainty_score":0.8713816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05605884216220005,"score_gpt":0.2543562078205898,"score_spread":0.1982973656583897,"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."}}