{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02727639,0.0008464623,0.002063335,0.0008954551,0.001316274,0.00801142,0.02161063,0.002835203,0.001324402],"category_scores_gemma":[0.07394451,0.0005031456,0.001618588,0.002489533,0.000914001,0.002735331,0.002498272,0.01368692,0.0007321891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000583031,"about_ca_system_score_gemma":0.003061807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002845224,"about_ca_topic_score_gemma":0.00001364501,"domain_scores_codex":[0.9797781,0.001972802,0.005095001,0.001784745,0.009999676,0.001369666],"domain_scores_gemma":[0.9710674,0.005671796,0.01039137,0.005803315,0.005652972,0.001413164],"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":[0.00004738609,0.00007216279,0.0009662925,0.00001339511,0.00014389,0.00004056245,0.0002844085,0.00002595575,0.0001949003,0.00008287689,0.9747759,0.02335229],"study_design_scores_gemma":[0.0007599587,0.00008033562,0.001971325,0.000324641,0.0001379119,0.001043848,0.0002313244,0.00006130553,0.0002544171,0.01579992,0.9787298,0.0006051654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01762721,0.002807707,0.0006560629,0.008519389,0.9588215,0.0008128953,0.0004057998,0.00009871924,0.01025068],"genre_scores_gemma":[0.00921754,0.002674317,0.0003906028,0.001727817,0.9233947,0.00006261203,0.00003930807,0.0002637102,0.06222943],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05197875,"threshold_uncertainty_score":0.9999838,"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."}}