{"id":"W7139503687","doi":"","title":"Calamite","year":2007,"lang":"","type":"article","venue":"Digital Commons - Ursinus (Ursinus College)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00364287,0.00407174,0.003950513,0.003904872,0.003067742,0.003400761,0.004248883,0.002257938,0.001169929],"category_scores_gemma":[0.001204081,0.004944454,0.002462406,0.0122844,0.005233613,0.005881974,0.001661094,0.003887888,0.0374175],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007200424,"about_ca_system_score_gemma":0.00240098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003939307,"about_ca_topic_score_gemma":0.002506575,"domain_scores_codex":[0.9763944,0.0006735207,0.00518231,0.00413073,0.004712068,0.008907034],"domain_scores_gemma":[0.9822916,0.002883402,0.001903538,0.005860217,0.001953585,0.005107666],"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":[0.01561866,0.02100176,0.04984897,0.0005911813,0.003278722,0.01671989,0.005278999,0.0002022335,0.001618042,0.06892764,0.6907122,0.1262017],"study_design_scores_gemma":[0.01514511,0.004277789,0.08804537,0.002203223,0.001626775,0.006455942,0.007121195,0.001408285,0.00253372,0.005909091,0.8555732,0.009700269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3827039,0.00681498,0.0009917462,0.002210684,0.007076383,0.004183912,0.02244882,0.001900091,0.5716695],"genre_scores_gemma":[0.9568151,0.00002692706,0.0005800578,0.0005499641,0.001786392,0.0000677958,0.001238843,0.001709461,0.03722551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5741111,"threshold_uncertainty_score":0.9997432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759278732330082,"score_gpt":0.2597600496070679,"score_spread":0.2421672622837671,"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."}}