{"id":"W4240233033","doi":"10.1144/gsl.mem.2002.025.01.16","title":"Chapter 15 Collaborating on the Skiddaw Group","year":2002,"lang":"en","type":"article","venue":"Geological Society London Memoirs","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memoir; Art history; Archaeology; History; Art","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":[0.01036879,0.00105726,0.0006743184,0.002470981,0.01327044,0.01091759,0.003017245,0.004144069,0.1092271],"category_scores_gemma":[0.01060478,0.0006447302,0.0005481484,0.001984318,0.004427113,0.007075775,0.02269464,0.004508072,0.03227706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004574429,"about_ca_system_score_gemma":0.0141331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128678,"about_ca_topic_score_gemma":0.02319468,"domain_scores_codex":[0.9918704,0.004200384,0.0002969701,0.001135241,0.001051872,0.001445148],"domain_scores_gemma":[0.9881846,0.001606508,0.0004036411,0.0008410998,0.001960777,0.007003402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007195438,0.0001393347,0.002713018,0.0003932236,0.00001380382,0.0005418715,0.1124496,0.0001559255,0.00126997,0.08684679,0.6916712,0.1037333],"study_design_scores_gemma":[0.000002841077,0.0000119019,0.0002472083,0.0001864898,0.000001776834,0.00003635725,0.01085202,0.00001745044,0.00005405087,0.001394094,0.9871907,0.000005046556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02278102,0.01118922,0.01367241,0.08798302,0.02163573,0.00119839,0.0009825527,0.001215838,0.8393418],"genre_scores_gemma":[0.1155503,0.004670279,0.01243355,0.01625533,0.002670892,0.001239314,0.002193781,0.001403401,0.8435833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1092271,"threshold_uncertainty_score":0.3654011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540705749376825,"score_gpt":0.2059343947498564,"score_spread":0.1805273372560882,"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."}}