{"id":"W2253079869","doi":"10.18844/cjes.v10i4.193","title":"Volume 10, Index","year":2016,"lang":"en","type":"article","venue":"Cypriot Journal of Educational Sciences","topic":"Educational Methods and Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal science; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003222516,0.00006813003,0.0001372139,0.0002504921,0.0006567696,0.0001112903,0.0006137108,0.00004287565,0.00943951],"category_scores_gemma":[0.003608762,0.0000411418,0.0001293797,0.0007141998,0.0009514532,0.0006280742,0.00001980358,0.00006230398,0.0001315766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490911,"about_ca_system_score_gemma":0.003055937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001667162,"about_ca_topic_score_gemma":0.00007440513,"domain_scores_codex":[0.9982049,0.0002424951,0.000342045,0.0001383973,0.0008414889,0.0002306048],"domain_scores_gemma":[0.9974597,0.001232981,0.0003956936,0.0000735104,0.0006189641,0.0002192192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001100258,0.0002214903,0.6640707,0.000002679932,0.00004323403,6.944364e-7,0.002108242,0.00002295538,0.0006794423,0.2681724,0.02641032,0.03825689],"study_design_scores_gemma":[0.0002183005,0.0001184271,0.2751804,0.000118138,0.0000361878,0.00001693654,0.01059938,0.000006254388,0.00009870717,0.2162607,0.4971141,0.000232531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5422989,0.001245623,0.001586864,0.3591272,0.002726546,0.00007963945,0.000005388833,0.000008196168,0.09292162],"genre_scores_gemma":[0.9661885,0.0001920343,0.007789173,0.0002390305,0.002010378,0.000001962323,1.948203e-7,0.000003206057,0.02357554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4707038,"threshold_uncertainty_score":0.991466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05498690488803968,"score_gpt":0.4395824298760397,"score_spread":0.384595524988,"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."}}