{"id":"W1963060300","doi":"10.11139/cj.30.1.i-iv","title":"Thirty Years of the CALICO Journal—Replicate, Replicate, Replicate","year":2013,"lang":"en","type":"editorial","venue":"CALICO Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Replicate; Computer science; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06427538,0.000766253,0.001678382,0.002153178,0.002524446,0.006567494,0.002516926,0.005237813,0.006203843],"category_scores_gemma":[0.3676306,0.0005620798,0.001585178,0.001876068,0.003917939,0.002866063,0.002367096,0.004994151,0.002321334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316613,"about_ca_system_score_gemma":0.006807454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760261,"about_ca_topic_score_gemma":0.006413978,"domain_scores_codex":[0.9674763,0.009595958,0.002628233,0.00240015,0.01641257,0.001486841],"domain_scores_gemma":[0.6070496,0.1873945,0.02212281,0.05918755,0.1093816,0.01486394],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007833043,0.00120563,0.009162638,0.001385429,0.001691976,0.001077615,0.002585988,0.0003558432,0.0009669441,0.01289692,0.8803208,0.08051723],"study_design_scores_gemma":[0.005565387,0.00313788,0.06156078,0.003198229,0.003781757,0.001288516,0.006071164,0.004349189,0.006134132,0.03847358,0.8658342,0.0006051507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.09338764,0.01727249,0.004765915,0.2524092,0.591778,0.001396762,0.002357881,0.0005209355,0.03611108],"genre_scores_gemma":[0.507154,0.009700653,0.009333073,0.1175559,0.3055145,0.002550276,0.002817524,0.0006732748,0.04470075],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9357246,"threshold_uncertainty_score":0.3399248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231100752340645,"score_gpt":0.3791938214306174,"score_spread":0.3268828139072109,"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."}}