{"id":"W4248466827","doi":"10.26522/brocked.v14i1.185","title":"Complete Issue (Merle Richards, editor)","year":2004,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University; University of Toronto","keywords":"Computer science; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004783814,0.00006350674,0.00008380817,0.0001110528,0.001853429,0.0003160729,0.0003992559,0.00006731378,0.001894895],"category_scores_gemma":[0.0006689423,0.00006019829,0.00006360168,0.0005350789,0.0001738907,0.0004064189,0.00002066493,0.0002560957,0.001034121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395221,"about_ca_system_score_gemma":0.004875989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595209,"about_ca_topic_score_gemma":0.0005659894,"domain_scores_codex":[0.9984421,0.0001537652,0.0001648916,0.0001119859,0.0007197833,0.0004075474],"domain_scores_gemma":[0.9988925,0.00005569124,0.00009202085,0.00008597098,0.0003277998,0.0005459881],"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":[0.000004371653,0.0001350164,0.001704277,0.000002698954,0.000006994086,8.168033e-7,0.02390974,0.00001362072,0.0005503925,0.006521725,0.9471514,0.01999894],"study_design_scores_gemma":[0.0001165326,0.00002300827,0.003005417,0.00001374307,0.000003236251,0.000009436496,0.0176311,2.454091e-7,0.00002950684,0.01499459,0.9640939,0.00007934147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2413029,0.001886719,0.0008408853,0.2229526,0.07134398,0.0008219613,0.00002034652,0.0001955619,0.4606351],"genre_scores_gemma":[0.7075734,0.00129916,0.001497026,0.006026529,0.212146,0.00003574439,0.000009001155,0.00002656384,0.07138667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4662705,"threshold_uncertainty_score":0.9997437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583152506956477,"score_gpt":0.4259975091223775,"score_spread":0.3801659840528128,"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."}}