{"id":"W4393443131","doi":"10.5281/zenodo.10228026","title":"Archaeological Field School: Clay Pipe 2","year":2015,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archaeology; Geology; Field (mathematics); Mining engineering; Geotechnical engineering; Geography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005043718,0.001689386,0.0009591504,0.003084306,0.0008553499,0.002317171,0.001715679,0.001258107,0.09453747],"category_scores_gemma":[0.002389456,0.0005916762,0.0007202502,0.004906924,0.0004165531,0.001387317,0.002597295,0.001172943,0.1555303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186302,"about_ca_system_score_gemma":0.001359171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614523,"about_ca_topic_score_gemma":0.08373443,"domain_scores_codex":[0.9994702,0.00006492384,0.00003743055,0.0001795794,0.000134327,0.0001136756],"domain_scores_gemma":[0.9991606,0.000113467,0.0001035001,0.0002755058,0.0001844545,0.0001623837],"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":[0.00004193928,0.00001145328,0.001196258,0.0003365056,0.000008451378,0.00003866359,0.00006759726,0.0001162406,0.0000905721,0.0003256734,0.9940829,0.003683751],"study_design_scores_gemma":[0.00003860045,0.000005753905,0.003922322,0.0001337205,0.000005531788,0.00005093676,0.0001761786,0.0001612353,0.0001991394,0.0004174526,0.9948768,0.00001240034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004619899,0.00009736172,0.0001398819,0.00004920556,0.00002941681,0.00001879307,0.9957,0.00083744,0.002666048],"genre_scores_gemma":[0.0009527854,0.00007685344,0.0003695595,0.00002543141,0.000007395256,0.00005966568,0.9963101,0.0001772852,0.002020973],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09453747,"threshold_uncertainty_score":0.3162593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05494011630430815,"score_gpt":0.2578314550690206,"score_spread":0.2028913387647124,"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."}}