{"id":"W4411618031","doi":"10.51847/zshpgovhgy","title":"10.51847/ZshPgOVHgy","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"History and Cultural Heritage","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; History; Geography; Archaeology","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":[0.0005522502,0.001009262,0.0006611326,0.001794109,0.001572732,0.003712782,0.0008343133,0.00249356,0.9317575],"category_scores_gemma":[0.0008842811,0.000381902,0.0004632255,0.001828664,0.001027468,0.002836705,0.002934881,0.001280289,0.923918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009406113,"about_ca_system_score_gemma":0.0008084533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519379,"about_ca_topic_score_gemma":0.001691654,"domain_scores_codex":[0.9996018,0.00005402921,0.00003729259,0.0001262105,0.0001099132,0.00007084871],"domain_scores_gemma":[0.9994561,0.000102605,0.00003388099,0.0001051191,0.000162579,0.000139734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002283587,0.000201879,0.002405665,0.0004812675,0.00002114828,0.0005320956,0.0003951413,0.0002679625,0.002631846,0.01562222,0.2562265,0.7209859],"study_design_scores_gemma":[0.00004284536,0.0000486134,0.002036586,0.0001912617,0.00001150397,0.0006105665,0.0003873895,0.0002624096,0.0005528938,0.003081516,0.9927573,0.00001723689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003718182,0.001446041,0.002062236,0.001756795,0.0008704726,0.00009897693,0.001980113,0.001874334,0.9861929],"genre_scores_gemma":[0.01463873,0.0009923428,0.001851659,0.0007917542,0.0001927915,0.00007213539,0.001511805,0.0004732018,0.9794756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06824249,"threshold_uncertainty_score":0.09733963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094343420539255,"score_gpt":0.2146537130887459,"score_spread":0.2037102788833534,"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."}}