{"id":"W2152838019","doi":"10.1373/clinchem.2003.020891","title":"A Triptych of Statistics","year":2003,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biostatistics; Statistical analysis; Style (visual arts); Library science; History; Computer science; Statistics; Mathematics; Medicine; Archaeology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001120972,0.00007653724,0.0002661617,0.000007488576,0.00001821155,0.000005191858,0.0001089083,0.0001125894,0.001083291],"category_scores_gemma":[0.0501028,0.00006920283,0.00006590616,0.00006689945,0.0001590524,0.000007762867,0.0000153981,0.0001610086,0.00001602872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009978491,"about_ca_system_score_gemma":0.0001435791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.418214e-7,"about_ca_topic_score_gemma":1.486678e-7,"domain_scores_codex":[0.9989069,0.0001340503,0.0005829104,0.000146846,0.0001130478,0.0001162755],"domain_scores_gemma":[0.9930519,0.006232039,0.0002126661,0.0002925867,0.0001290223,0.00008177871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004892805,0.001055586,0.02190216,0.0008068439,0.0001015083,0.000008443835,0.000149411,3.433919e-7,0.001620631,0.4938233,0.4731658,0.007317041],"study_design_scores_gemma":[0.0008126145,0.00004384287,0.0007138115,0.00003029802,0.00007637164,0.00001011161,0.0003736711,0.00001641584,0.06801262,0.8636848,0.06603725,0.0001882388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4443616,0.0002683705,0.3928358,0.0002744883,0.002823024,0.0003283529,0.0005565013,0.0001909488,0.1583609],"genre_scores_gemma":[0.1276857,0.00007187462,0.8574702,0.00009346096,0.000101232,0.000009282945,0.00001436446,0.00001854898,0.01453536],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4646343,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.494839857533353,"score_gpt":0.5620174706291635,"score_spread":0.06717761309581055,"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."}}