{"id":"W4232286752","doi":"10.1017/s0317167100005904","title":"Next Steps","year":2007,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01509454,0.0006613179,0.000986662,0.0005129219,0.009814453,0.001682063,0.00324211,0.0006834003,0.001242499],"category_scores_gemma":[0.002744937,0.0003361055,0.0007463909,0.003229214,0.01909067,0.002211237,0.0001334483,0.002496624,0.00002953589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006100835,"about_ca_system_score_gemma":0.002792679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008746109,"about_ca_topic_score_gemma":0.3770931,"domain_scores_codex":[0.9903088,0.00166826,0.001964611,0.0008987261,0.001453925,0.003705743],"domain_scores_gemma":[0.990088,0.002472049,0.001487508,0.0001236952,0.001208764,0.004619978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001616069,0.0001865972,0.9048691,0.00004387291,0.00005717101,0.01008574,0.001480403,0.0004558635,0.0001620921,0.008507619,0.02104353,0.05294639],"study_design_scores_gemma":[0.0006389824,0.1429569,0.5226979,0.0002771215,0.000147657,0.04223622,0.006033373,0.000305402,0.0001278016,0.06057951,0.2228431,0.001156021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038361,0.03345793,0.000026122,0.05053694,0.006111982,0.0002566596,0.0000462628,0.00002644709,0.005701526],"genre_scores_gemma":[0.9732534,0.01066212,0.0018705,0.01036455,0.003231712,0.000001787313,8.766029e-7,0.000007464753,0.0006075472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3821712,"threshold_uncertainty_score":0.9999091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172898968524422,"score_gpt":0.2717521617964048,"score_spread":0.2200231721111605,"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."}}